{smcl}
{com}{sf}{ul off}{txt}{.-}
      name:  {res}<unnamed>
       {txt}log:  {res}/Users/lindsaypettingill/Desktop/PSRM-OA-2015-0049.smcl
  {txt}log type:  {res}smcl
 {txt}opened on:  {res}14 Aug 2016, 22:11:10

{com}. do "/Users/lindsaypettingill/Desktop/RandR_tablesNew.do"
{txt}
{com}. **table2
. reg incumbentpercent DIFFusmonthcitymonth unemploymonthlyus logCENSUS2000pop CENSUS2000hispanicpercent CENSUS2000blackpercent CENSUS2000bachdegplus CENSUS2000medhomevalue CENSUS1990medhhinc mayorcouncildum  demvs1988   i.year if cityinds==1, cluster(citystabbr)

{txt}Linear regression                                      Number of obs ={res}     341
                                                       {txt}F( 31,   114) ={res}    1.65
                                                       {txt}Prob > F      = {res} 0.0298
                                                       {txt}R-squared     = {res} 0.1221
                                                       {txt}Root MSE      = {res} .12683

{txt}{ralign 91:(Std. Err. adjusted for {res:115} clusters in citystabbr)}
{hline 26}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 27}{c |}{col 39}    Robust
{col 1}         incumbentpercent{col 27}{c |}      Coef.{col 39}   Std. Err.{col 51}      t{col 59}   P>|t|{col 67}     [95% Con{col 80}f. Interval]
{hline 26}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 5}DIFFusmonthcitymonth {c |}{col 27}{res}{space 2} .0104254{col 39}{space 2} .0040919{col 50}{space 1}    2.55{col 59}{space 3}0.012{col 67}{space 4} .0023193{col 80}{space 3} .0185315
{txt}{space 8}unemploymonthlyus {c |}{col 27}{res}{space 2} .0097556{col 39}{space 2} .0265293{col 50}{space 1}    0.37{col 59}{space 3}0.714{col 67}{space 4}-.0427988{col 80}{space 3}   .06231
{txt}{space 9}logCENSUS2000pop {c |}{col 27}{res}{space 2}  .007636{col 39}{space 2} .0114421{col 50}{space 1}    0.67{col 59}{space 3}0.506{col 67}{space 4}-.0150306{col 80}{space 3} .0303027
{txt}CENSUS2000hispanicpercent {c |}{col 27}{res}{space 2} .0646577{col 39}{space 2} .0530592{col 50}{space 1}    1.22{col 59}{space 3}0.226{col 67}{space 4}-.0404522{col 80}{space 3} .1697675
{txt}{space 3}CENSUS2000blackpercent {c |}{col 27}{res}{space 2}-.0304192{col 39}{space 2} .0661064{col 50}{space 1}   -0.46{col 59}{space 3}0.646{col 67}{space 4}-.1613755{col 80}{space 3} .1005371
{txt}{space 4}CENSUS2000bachdegplus {c |}{col 27}{res}{space 2}-.1398458{col 39}{space 2} .1483515{col 50}{space 1}   -0.94{col 59}{space 3}0.348{col 67}{space 4} -.433729{col 80}{space 3} .1540375
{txt}{space 3}CENSUS2000medhomevalue {c |}{col 27}{res}{space 2}-.0016829{col 39}{space 2} .0014473{col 50}{space 1}   -1.16{col 59}{space 3}0.247{col 67}{space 4}  -.00455{col 80}{space 3} .0011842
{txt}{space 7}CENSUS1990medhhinc {c |}{col 27}{res}{space 2} .0018861{col 39}{space 2} .0017253{col 50}{space 1}    1.09{col 59}{space 3}0.277{col 67}{space 4}-.0015316{col 80}{space 3} .0053039
{txt}{space 10}mayorcouncildum {c |}{col 27}{res}{space 2} .0136796{col 39}{space 2} .0194062{col 50}{space 1}    0.70{col 59}{space 3}0.482{col 67}{space 4}-.0247641{col 80}{space 3} .0521232
{txt}{space 16}demvs1988 {c |}{col 27}{res}{space 2}-.0161225{col 39}{space 2} .0909441{col 50}{space 1}   -0.18{col 59}{space 3}0.860{col 67}{space 4}-.1962821{col 80}{space 3} .1640371
{txt}{space 25} {c |}
{space 21}year {c |}
{space 20}1991  {c |}{col 27}{res}{space 2} .0363689{col 39}{space 2} .0588937{col 50}{space 1}    0.62{col 59}{space 3}0.538{col 67}{space 4} -.080299{col 80}{space 3} .1530368
{txt}{space 20}1992  {c |}{col 27}{res}{space 2}-.0322658{col 39}{space 2}  .063997{col 50}{space 1}   -0.50{col 59}{space 3}0.615{col 67}{space 4}-.1590433{col 80}{space 3} .0945117
{txt}{space 20}1993  {c |}{col 27}{res}{space 2}-.0010017{col 39}{space 2} .0555203{col 50}{space 1}   -0.02{col 59}{space 3}0.986{col 67}{space 4}-.1109869{col 80}{space 3} .1089835
{txt}{space 20}1994  {c |}{col 27}{res}{space 2} .0729466{col 39}{space 2} .0512728{col 50}{space 1}    1.42{col 59}{space 3}0.158{col 67}{space 4}-.0286245{col 80}{space 3} .1745177
{txt}{space 20}1995  {c |}{col 27}{res}{space 2} .0305134{col 39}{space 2} .0480179{col 50}{space 1}    0.64{col 59}{space 3}0.526{col 67}{space 4}-.0646098{col 80}{space 3} .1256365
{txt}{space 20}1996  {c |}{col 27}{res}{space 2}-.0093751{col 39}{space 2} .0506789{col 50}{space 1}   -0.18{col 59}{space 3}0.854{col 67}{space 4}-.1097696{col 80}{space 3} .0910195
{txt}{space 20}1997  {c |}{col 27}{res}{space 2} .0155599{col 39}{space 2}  .052052{col 50}{space 1}    0.30{col 59}{space 3}0.766{col 67}{space 4}-.0875548{col 80}{space 3} .1186746
{txt}{space 20}1998  {c |}{col 27}{res}{space 2} .0674425{col 39}{space 2}  .062874{col 50}{space 1}    1.07{col 59}{space 3}0.286{col 67}{space 4}-.0571105{col 80}{space 3} .1919954
{txt}{space 20}1999  {c |}{col 27}{res}{space 2} .0956727{col 39}{space 2} .0632853{col 50}{space 1}    1.51{col 59}{space 3}0.133{col 67}{space 4} -.029695{col 80}{space 3} .2210404
{txt}{space 20}2000  {c |}{col 27}{res}{space 2} .0618924{col 39}{space 2} .0686469{col 50}{space 1}    0.90{col 59}{space 3}0.369{col 67}{space 4}-.0740966{col 80}{space 3} .1978815
{txt}{space 20}2001  {c |}{col 27}{res}{space 2} .0446683{col 39}{space 2} .0527446{col 50}{space 1}    0.85{col 59}{space 3}0.399{col 67}{space 4}-.0598184{col 80}{space 3}  .149155
{txt}{space 20}2002  {c |}{col 27}{res}{space 2}  .077635{col 39}{space 2} .0502961{col 50}{space 1}    1.54{col 59}{space 3}0.125{col 67}{space 4}-.0220011{col 80}{space 3} .1772711
{txt}{space 20}2003  {c |}{col 27}{res}{space 2} .0630098{col 39}{space 2} .0483078{col 50}{space 1}    1.30{col 59}{space 3}0.195{col 67}{space 4}-.0326875{col 80}{space 3} .1587071
{txt}{space 20}2004  {c |}{col 27}{res}{space 2}-.0568632{col 39}{space 2} .0615666{col 50}{space 1}   -0.92{col 59}{space 3}0.358{col 67}{space 4}-.1788262{col 80}{space 3} .0650999
{txt}{space 20}2005  {c |}{col 27}{res}{space 2} .0507807{col 39}{space 2} .0554382{col 50}{space 1}    0.92{col 59}{space 3}0.362{col 67}{space 4}-.0590419{col 80}{space 3} .1606032
{txt}{space 20}2006  {c |}{col 27}{res}{space 2} .0534837{col 39}{space 2} .0645635{col 50}{space 1}    0.83{col 59}{space 3}0.409{col 67}{space 4}-.0744161{col 80}{space 3} .1813834
{txt}{space 20}2007  {c |}{col 27}{res}{space 2} .0803521{col 39}{space 2} .0570937{col 50}{space 1}    1.41{col 59}{space 3}0.162{col 67}{space 4}-.0327501{col 80}{space 3} .1934542
{txt}{space 20}2008  {c |}{col 27}{res}{space 2}-.0114511{col 39}{space 2} .0583306{col 50}{space 1}   -0.20{col 59}{space 3}0.845{col 67}{space 4}-.1270035{col 80}{space 3} .1041014
{txt}{space 20}2009  {c |}{col 27}{res}{space 2}-.0280423{col 39}{space 2} .1109147{col 50}{space 1}   -0.25{col 59}{space 3}0.801{col 67}{space 4}-.2477635{col 80}{space 3} .1916788
{txt}{space 20}2010  {c |}{col 27}{res}{space 2} .0661216{col 39}{space 2} .1224593{col 50}{space 1}    0.54{col 59}{space 3}0.590{col 67}{space 4}-.1764693{col 80}{space 3} .3087126
{txt}{space 20}2011  {c |}{col 27}{res}{space 2}-.0725865{col 39}{space 2}  .125895{col 50}{space 1}   -0.58{col 59}{space 3}0.565{col 67}{space 4}-.3219834{col 80}{space 3} .1768105
{txt}{space 25} {c |}
{space 20}_cons {c |}{col 27}{res}{space 2} .3896389{col 39}{space 2} .2010406{col 50}{space 1}    1.94{col 59}{space 3}0.055{col 67}{space 4}-.0086211{col 80}{space 3} .7878989
{txt}{hline 26}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}
{com}. eststo month
{txt}
{com}. 
. reg incumbentpercent DIFFuspcpincomecitypcpincomerev incomepcpus unemployannualus logCENSUS2000pop CENSUS2000hispanicpercent CENSUS2000blackpercent CENSUS2000bachdegplus CENSUS2000medhomevalue CENSUS1990medhhinc mayorcouncildum demvs1988 i.year if cityinds==1, cluster(citystabbr) 
{p 0 6 2}{txt}note: 2010.year omitted because of collinearity{p_end}
{p 0 6 2}note: 2011.year omitted because of collinearity{p_end}

Linear regression                                      Number of obs ={res}     310
                                                       {txt}F( 30,   104) ={res}    1.25
                                                       {txt}Prob > F      = {res} 0.2044
                                                       {txt}R-squared     = {res} 0.1194
                                                       {txt}Root MSE      = {res} .12742

{txt}{ralign 95:(Std. Err. adjusted for {res:105} clusters in citystabbr)}
{hline 30}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 31}{c |}{col 43}    Robust
{col 1}             incumbentpercent{col 31}{c |}      Coef.{col 43}   Std. Err.{col 55}      t{col 63}   P>|t|{col 71}     [95% Con{col 84}f. Interval]
{hline 30}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
DIFFuspcpincomecitypcpincom~v {c |}{col 31}{res}{space 2}-.0140059{col 43}{space 2} .0091902{col 54}{space 1}   -1.52{col 63}{space 3}0.131{col 71}{space 4}-.0322304{col 84}{space 3} .0042187
{txt}{space 18}incomepcpus {c |}{col 31}{res}{space 2}-.1262077{col 43}{space 2} .2211669{col 54}{space 1}   -0.57{col 63}{space 3}0.569{col 71}{space 4}  -.56479{col 84}{space 3} .3123747
{txt}{space 13}unemployannualus {c |}{col 31}{res}{space 2} .0730069{col 43}{space 2} .1154125{col 54}{space 1}    0.63{col 63}{space 3}0.528{col 71}{space 4}-.1558604{col 84}{space 3} .3018741
{txt}{space 13}logCENSUS2000pop {c |}{col 31}{res}{space 2}-.0035233{col 43}{space 2} .0108474{col 54}{space 1}   -0.32{col 63}{space 3}0.746{col 71}{space 4} -.025034{col 84}{space 3} .0179875
{txt}{space 4}CENSUS2000hispanicpercent {c |}{col 31}{res}{space 2} .0487992{col 43}{space 2}  .052708{col 54}{space 1}    0.93{col 63}{space 3}0.357{col 71}{space 4}-.0557227{col 84}{space 3} .1533211
{txt}{space 7}CENSUS2000blackpercent {c |}{col 31}{res}{space 2} -.031309{col 43}{space 2} .0617493{col 54}{space 1}   -0.51{col 63}{space 3}0.613{col 71}{space 4}-.1537602{col 84}{space 3} .0911423
{txt}{space 8}CENSUS2000bachdegplus {c |}{col 31}{res}{space 2}-.0322733{col 43}{space 2} .1475237{col 54}{space 1}   -0.22{col 63}{space 3}0.827{col 71}{space 4}-.3248183{col 84}{space 3} .2602717
{txt}{space 7}CENSUS2000medhomevalue {c |}{col 31}{res}{space 2}-.0017367{col 43}{space 2} .0014545{col 54}{space 1}   -1.19{col 63}{space 3}0.235{col 71}{space 4} -.004621{col 84}{space 3} .0011476
{txt}{space 11}CENSUS1990medhhinc {c |}{col 31}{res}{space 2} .0020453{col 43}{space 2} .0018352{col 54}{space 1}    1.11{col 63}{space 3}0.268{col 71}{space 4}-.0015941{col 84}{space 3} .0056847
{txt}{space 14}mayorcouncildum {c |}{col 31}{res}{space 2} .0297636{col 43}{space 2} .0202871{col 54}{space 1}    1.47{col 63}{space 3}0.145{col 71}{space 4}-.0104664{col 84}{space 3} .0699936
{txt}{space 20}demvs1988 {c |}{col 31}{res}{space 2}-.0772284{col 43}{space 2} .0903392{col 54}{space 1}   -0.85{col 63}{space 3}0.395{col 71}{space 4}-.2563745{col 84}{space 3} .1019177
{txt}{space 29} {c |}
{space 25}year {c |}
{space 24}1991  {c |}{col 31}{res}{space 2}-.0299153{col 43}{space 2} .1446903{col 54}{space 1}   -0.21{col 63}{space 3}0.837{col 71}{space 4}-.3168415{col 84}{space 3}  .257011
{txt}{space 24}1992  {c |}{col 31}{res}{space 2}-.1393189{col 43}{space 2} .1961225{col 54}{space 1}   -0.71{col 63}{space 3}0.479{col 71}{space 4}-.5282371{col 84}{space 3} .2495993
{txt}{space 24}1993  {c |}{col 31}{res}{space 2}-.0553745{col 43}{space 2} .1210244{col 54}{space 1}   -0.46{col 63}{space 3}0.648{col 71}{space 4}-.2953705{col 84}{space 3} .1846215
{txt}{space 24}1994  {c |}{col 31}{res}{space 2} .0756208{col 43}{space 2} .0507937{col 54}{space 1}    1.49{col 63}{space 3}0.140{col 71}{space 4}-.0251051{col 84}{space 3} .1763467
{txt}{space 24}1995  {c |}{col 31}{res}{space 2} .0854236{col 43}{space 2} .0886572{col 54}{space 1}    0.96{col 63}{space 3}0.338{col 71}{space 4}-.0903869{col 84}{space 3} .2612341
{txt}{space 24}1996  {c |}{col 31}{res}{space 2} .0810711{col 43}{space 2} .1361559{col 54}{space 1}    0.60{col 63}{space 3}0.553{col 71}{space 4}-.1889312{col 84}{space 3} .3510734
{txt}{space 24}1997  {c |}{col 31}{res}{space 2} .1275059{col 43}{space 2} .2120357{col 54}{space 1}    0.60{col 63}{space 3}0.549{col 71}{space 4}-.2929688{col 84}{space 3} .5479806
{txt}{space 24}1998  {c |}{col 31}{res}{space 2} .2227553{col 43}{space 2} .2902781{col 54}{space 1}    0.77{col 63}{space 3}0.445{col 71}{space 4} -.352877{col 84}{space 3} .7983877
{txt}{space 24}1999  {c |}{col 31}{res}{space 2} .2988582{col 43}{space 2} .3408231{col 54}{space 1}    0.88{col 63}{space 3}0.383{col 71}{space 4}-.3770069{col 84}{space 3} .9747232
{txt}{space 24}2000  {c |}{col 31}{res}{space 2} .2882183{col 43}{space 2} .4108579{col 54}{space 1}    0.70{col 63}{space 3}0.485{col 71}{space 4}-.5265284{col 84}{space 3} 1.102965
{txt}{space 24}2001  {c |}{col 31}{res}{space 2} .2282468{col 43}{space 2} .3409362{col 54}{space 1}    0.67{col 63}{space 3}0.505{col 71}{space 4}-.4478424{col 84}{space 3}  .904336
{txt}{space 24}2002  {c |}{col 31}{res}{space 2} .2125989{col 43}{space 2} .2352346{col 54}{space 1}    0.90{col 63}{space 3}0.368{col 71}{space 4}-.2538802{col 84}{space 3} .6790781
{txt}{space 24}2003  {c |}{col 31}{res}{space 2} .1936689{col 43}{space 2} .2363506{col 54}{space 1}    0.82{col 63}{space 3}0.414{col 71}{space 4}-.2750233{col 84}{space 3} .6623611
{txt}{space 24}2004  {c |}{col 31}{res}{space 2}  .103794{col 43}{space 2}  .330258{col 54}{space 1}    0.31{col 63}{space 3}0.754{col 71}{space 4}-.5511201{col 84}{space 3} .7587081
{txt}{space 24}2005  {c |}{col 31}{res}{space 2} .2769524{col 43}{space 2} .4112187{col 54}{space 1}    0.67{col 63}{space 3}0.502{col 71}{space 4}-.5385098{col 84}{space 3} 1.092415
{txt}{space 24}2006  {c |}{col 31}{res}{space 2} .3481636{col 43}{space 2} .5231235{col 54}{space 1}    0.67{col 63}{space 3}0.507{col 71}{space 4}-.6892099{col 84}{space 3} 1.385537
{txt}{space 24}2007  {c |}{col 31}{res}{space 2} .4001867{col 43}{space 2} .5512035{col 54}{space 1}    0.73{col 63}{space 3}0.469{col 71}{space 4}-.6928705{col 84}{space 3} 1.493244
{txt}{space 24}2008  {c |}{col 31}{res}{space 2} .2473006{col 43}{space 2} .4482657{col 54}{space 1}    0.55{col 63}{space 3}0.582{col 71}{space 4} -.641627{col 84}{space 3} 1.136228
{txt}{space 24}2009  {c |}{col 31}{res}{space 2}  -.03169{col 43}{space 2} .0435053{col 54}{space 1}   -0.73{col 63}{space 3}0.468{col 71}{space 4}-.1179627{col 84}{space 3} .0545828
{txt}{space 24}2010  {c |}{col 31}{res}{space 2}        0{col 43}{txt}  (omitted)
{space 24}2011  {c |}{col 31}{res}{space 2}        0{col 43}{txt}  (omitted)
{space 29} {c |}
{space 24}_cons {c |}{col 31}{res}{space 2} .4268673{col 43}{space 2} .2656276{col 54}{space 1}    1.61{col 63}{space 3}0.111{col 71}{space 4}-.0998822{col 84}{space 3} .9536169
{txt}{hline 30}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}
{com}. eststo pcpincome
{txt}
{com}. 
. reg incumbentpercent  DIFFushpic hpiannualus  unemployannualus logCENSUS2000pop CENSUS2000hispanicpercent CENSUS2000blackpercent CENSUS2000bachdegplus CENSUS2000medhomevalue CENSUS1990medhhinc mayorcouncildum demvs1988  i.year if cityinds==1, cluster(citystabbr) 
{p 0 6 2}{txt}note: 2011.year omitted because of collinearity{p_end}

Linear regression                                      Number of obs ={res}     332
                                                       {txt}F( 30,   114) ={res}    1.46
                                                       {txt}Prob > F      = {res} 0.0804
                                                       {txt}R-squared     = {res} 0.1174
                                                       {txt}Root MSE      = {res} .12786

{txt}{ralign 91:(Std. Err. adjusted for {res:115} clusters in citystabbr)}
{hline 26}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 27}{c |}{col 39}    Robust
{col 1}         incumbentpercent{col 27}{c |}      Coef.{col 39}   Std. Err.{col 51}      t{col 59}   P>|t|{col 67}     [95% Con{col 80}f. Interval]
{hline 26}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 6}DIFFushpicityhpirev {c |}{col 27}{res}{space 2} .1131914{col 39}{space 2} .1309594{col 50}{space 1}    0.86{col 59}{space 3}0.389{col 67}{space 4}-.1462382{col 80}{space 3} .3726211
{txt}{space 14}hpiannualus {c |}{col 27}{res}{space 2} .0300528{col 39}{space 2} .0176942{col 50}{space 1}    1.70{col 59}{space 3}0.092{col 67}{space 4}-.0049992{col 80}{space 3} .0651048
{txt}{space 9}unemployannualus {c |}{col 27}{res}{space 2}-.0452227{col 39}{space 2} .0534208{col 50}{space 1}   -0.85{col 59}{space 3}0.399{col 67}{space 4}-.1510489{col 80}{space 3} .0606034
{txt}{space 9}logCENSUS2000pop {c |}{col 27}{res}{space 2} .0089227{col 39}{space 2} .0123729{col 50}{space 1}    0.72{col 59}{space 3}0.472{col 67}{space 4}-.0155879{col 80}{space 3} .0334333
{txt}CENSUS2000hispanicpercent {c |}{col 27}{res}{space 2} .0161164{col 39}{space 2} .0550864{col 50}{space 1}    0.29{col 59}{space 3}0.770{col 67}{space 4}-.0930093{col 80}{space 3}  .125242
{txt}{space 3}CENSUS2000blackpercent {c |}{col 27}{res}{space 2}-.0820979{col 39}{space 2} .0677591{col 50}{space 1}   -1.21{col 59}{space 3}0.228{col 67}{space 4}-.2163282{col 80}{space 3} .0521324
{txt}{space 4}CENSUS2000bachdegplus {c |}{col 27}{res}{space 2} .0360387{col 39}{space 2} .1383285{col 50}{space 1}    0.26{col 59}{space 3}0.795{col 67}{space 4}-.2379891{col 80}{space 3} .3100664
{txt}{space 3}CENSUS2000medhomevalue {c |}{col 27}{res}{space 2}-.0043016{col 39}{space 2} .0018321{col 50}{space 1}   -2.35{col 59}{space 3}0.021{col 67}{space 4} -.007931{col 80}{space 3}-.0006723
{txt}{space 7}CENSUS1990medhhinc {c |}{col 27}{res}{space 2} .0035795{col 39}{space 2} .0018518{col 50}{space 1}    1.93{col 59}{space 3}0.056{col 67}{space 4}-.0000888{col 80}{space 3} .0072478
{txt}{space 10}mayorcouncildum {c |}{col 27}{res}{space 2} .0163481{col 39}{space 2} .0206389{col 50}{space 1}    0.79{col 59}{space 3}0.430{col 67}{space 4}-.0245373{col 80}{space 3} .0572335
{txt}{space 16}demvs1988 {c |}{col 27}{res}{space 2}  -.02138{col 39}{space 2} .0940897{col 50}{space 1}   -0.23{col 59}{space 3}0.821{col 67}{space 4}-.2077711{col 80}{space 3}  .165011
{txt}{space 25} {c |}
{space 21}year {c |}
{space 20}1992  {c |}{col 27}{res}{space 2} -.021721{col 39}{space 2} .0557324{col 50}{space 1}   -0.39{col 59}{space 3}0.697{col 67}{space 4}-.1321265{col 80}{space 3} .0886845
{txt}{space 20}1993  {c |}{col 27}{res}{space 2}-.0352053{col 39}{space 2}   .03486{col 50}{space 1}   -1.01{col 59}{space 3}0.315{col 67}{space 4}-.1042626{col 80}{space 3}  .033852
{txt}{space 20}1994  {c |}{col 27}{res}{space 2}-.0151465{col 39}{space 2} .0632086{col 50}{space 1}   -0.24{col 59}{space 3}0.811{col 67}{space 4}-.1403623{col 80}{space 3} .1100692
{txt}{space 20}1995  {c |}{col 27}{res}{space 2} -.078677{col 39}{space 2} .0772061{col 50}{space 1}   -1.02{col 59}{space 3}0.310{col 67}{space 4}-.2316218{col 80}{space 3} .0742678
{txt}{space 20}1996  {c |}{col 27}{res}{space 2}-.1283049{col 39}{space 2} .0908157{col 50}{space 1}   -1.41{col 59}{space 3}0.160{col 67}{space 4}-.3082101{col 80}{space 3} .0516003
{txt}{space 20}1997  {c |}{col 27}{res}{space 2}-.1357339{col 39}{space 2} .1034086{col 50}{space 1}   -1.31{col 59}{space 3}0.192{col 67}{space 4}-.3405856{col 80}{space 3} .0691178
{txt}{space 20}1998  {c |}{col 27}{res}{space 2}-.0923055{col 39}{space 2} .1356119{col 50}{space 1}   -0.68{col 59}{space 3}0.497{col 67}{space 4}-.3609517{col 80}{space 3} .1763407
{txt}{space 20}1999  {c |}{col 27}{res}{space 2}-.0965785{col 39}{space 2} .1472305{col 50}{space 1}   -0.66{col 59}{space 3}0.513{col 67}{space 4}-.3882409{col 80}{space 3}  .195084
{txt}{space 20}2000  {c |}{col 27}{res}{space 2}-.1380633{col 39}{space 2} .1604871{col 50}{space 1}   -0.86{col 59}{space 3}0.391{col 67}{space 4} -.455987{col 80}{space 3} .1798605
{txt}{space 20}2001  {c |}{col 27}{res}{space 2}-.1273817{col 39}{space 2} .1240652{col 50}{space 1}   -1.03{col 59}{space 3}0.307{col 67}{space 4} -.373154{col 80}{space 3} .1183906
{txt}{space 20}2002  {c |}{col 27}{res}{space 2}-.0381291{col 39}{space 2} .0735764{col 50}{space 1}   -0.52{col 59}{space 3}0.605{col 67}{space 4}-.1838835{col 80}{space 3} .1076252
{txt}{space 20}2003  {c |}{col 27}{res}{space 2}  -.05051{col 39}{space 2} .0607079{col 50}{space 1}   -0.83{col 59}{space 3}0.407{col 67}{space 4}-.1707719{col 80}{space 3}  .069752
{txt}{space 20}2004  {c |}{col 27}{res}{space 2}-.1942546{col 39}{space 2} .0908906{col 50}{space 1}   -2.14{col 59}{space 3}0.035{col 67}{space 4}-.3743083{col 80}{space 3} -.014201
{txt}{space 20}2005  {c |}{col 27}{res}{space 2} -.109855{col 39}{space 2} .0997897{col 50}{space 1}   -1.10{col 59}{space 3}0.273{col 67}{space 4}-.3075376{col 80}{space 3} .0878275
{txt}{space 20}2006  {c |}{col 27}{res}{space 2}-.1359189{col 39}{space 2} .1301981{col 50}{space 1}   -1.04{col 59}{space 3}0.299{col 67}{space 4}-.3938404{col 80}{space 3} .1220026
{txt}{space 20}2007  {c |}{col 27}{res}{space 2} -.115024{col 39}{space 2} .1275509{col 50}{space 1}   -0.90{col 59}{space 3}0.369{col 67}{space 4}-.3677013{col 80}{space 3} .1376533
{txt}{space 20}2008  {c |}{col 27}{res}{space 2}-.1255906{col 39}{space 2} .0800982{col 50}{space 1}   -1.57{col 59}{space 3}0.120{col 67}{space 4}-.2842645{col 80}{space 3} .0330834
{txt}{space 20}2009  {c |}{col 27}{res}{space 2}  .052641{col 39}{space 2}  .114122{col 50}{space 1}    0.46{col 59}{space 3}0.645{col 67}{space 4}-.1734338{col 80}{space 3} .2787159
{txt}{space 20}2010  {c |}{col 27}{res}{space 2} .1651205{col 39}{space 2}  .150914{col 50}{space 1}    1.09{col 59}{space 3}0.276{col 67}{space 4} -.133839{col 80}{space 3}   .46408
{txt}{space 20}2011  {c |}{col 27}{res}{space 2}        0{col 39}{txt}  (omitted)
{space 25} {c |}
{space 20}_cons {c |}{col 27}{res}{space 2}  .731338{col 39}{space 2}  .423247{col 50}{space 1}    1.73{col 59}{space 3}0.087{col 67}{space 4}-.1071111{col 80}{space 3} 1.569787
{txt}{hline 26}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}
{com}. eststo hpi
{txt}
{com}. 
. reg incumbentpercent DIFFusviolcrimecitycrime crimeviolcrimerateus unemployannualus logCENSUS2000pop CENSUS2000hispanicpercent CENSUS2000blackpercent CENSUS2000bachdegplus CENSUS2000medhomevalue CENSUS1990medhhinc mayorcouncildum demvs1988  i.year if cityinds==1, cluster(citystabbr)
{p 0 6 2}{txt}note: 2011.year omitted because of collinearity{p_end}

Linear regression                                      Number of obs ={res}     303
                                                       {txt}F( 31,   105) ={res}    1.46
                                                       {txt}Prob > F      = {res} 0.0801
                                                       {txt}R-squared     = {res} 0.1191
                                                       {txt}Root MSE      = {res} .12766

{txt}{ralign 91:(Std. Err. adjusted for {res:106} clusters in citystabbr)}
{hline 26}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 27}{c |}{col 39}    Robust
{col 1}         incumbentpercent{col 27}{c |}      Coef.{col 39}   Std. Err.{col 51}      t{col 59}   P>|t|{col 67}     [95% Con{col 80}f. Interval]
{hline 26}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 1}DIFFusviolcrimecitycrime {c |}{col 27}{res}{space 2}-.0277264{col 39}{space 2} .0174683{col 50}{space 1}   -1.59{col 59}{space 3}0.115{col 67}{space 4}-.0623629{col 80}{space 3} .0069101
{txt}{space 5}crimeviolcrimerateus {c |}{col 27}{res}{space 2} 2.099098{col 39}{space 2} .9771496{col 50}{space 1}    2.15{col 59}{space 3}0.034{col 67}{space 4} .1615909{col 80}{space 3} 4.036605
{txt}{space 9}unemployannualus {c |}{col 27}{res}{space 2} .2066359{col 39}{space 2} .1015452{col 50}{space 1}    2.03{col 59}{space 3}0.044{col 67}{space 4} .0052904{col 80}{space 3} .4079813
{txt}{space 9}logCENSUS2000pop {c |}{col 27}{res}{space 2}  .001763{col 39}{space 2} .0119607{col 50}{space 1}    0.15{col 59}{space 3}0.883{col 67}{space 4}-.0219529{col 80}{space 3} .0254788
{txt}CENSUS2000hispanicpercent {c |}{col 27}{res}{space 2} -.025795{col 39}{space 2} .0564502{col 50}{space 1}   -0.46{col 59}{space 3}0.649{col 67}{space 4}-.1377254{col 80}{space 3} .0861354
{txt}{space 3}CENSUS2000blackpercent {c |}{col 27}{res}{space 2}-.1515102{col 39}{space 2}  .076808{col 50}{space 1}   -1.97{col 59}{space 3}0.051{col 67}{space 4}-.3038063{col 80}{space 3} .0007859
{txt}{space 4}CENSUS2000bachdegplus {c |}{col 27}{res}{space 2} -.076593{col 39}{space 2} .1371452{col 50}{space 1}   -0.56{col 59}{space 3}0.578{col 67}{space 4}-.3485267{col 80}{space 3} .1953407
{txt}{space 3}CENSUS2000medhomevalue {c |}{col 27}{res}{space 2}-.0032917{col 39}{space 2} .0014141{col 50}{space 1}   -2.33{col 59}{space 3}0.022{col 67}{space 4}-.0060957{col 80}{space 3}-.0004877
{txt}{space 7}CENSUS1990medhhinc {c |}{col 27}{res}{space 2} .0035695{col 39}{space 2}  .001876{col 50}{space 1}    1.90{col 59}{space 3}0.060{col 67}{space 4}-.0001504{col 80}{space 3} .0072893
{txt}{space 10}mayorcouncildum {c |}{col 27}{res}{space 2} .0088338{col 39}{space 2} .0219165{col 50}{space 1}    0.40{col 59}{space 3}0.688{col 67}{space 4}-.0346225{col 80}{space 3} .0522901
{txt}{space 16}demvs1988 {c |}{col 27}{res}{space 2}-.0441833{col 39}{space 2} .0845788{col 50}{space 1}   -0.52{col 59}{space 3}0.602{col 67}{space 4}-.2118875{col 80}{space 3} .1235208
{txt}{space 25} {c |}
{space 21}year {c |}
{space 20}1991  {c |}{col 27}{res}{space 2}-.2649705{col 39}{space 2} .1521884{col 50}{space 1}   -1.74{col 59}{space 3}0.085{col 67}{space 4}-.5667319{col 80}{space 3} .0367909
{txt}{space 20}1992  {c |}{col 27}{res}{space 2}-.4199133{col 39}{space 2}  .218894{col 50}{space 1}   -1.92{col 59}{space 3}0.058{col 67}{space 4}-.8539397{col 80}{space 3} .0141131
{txt}{space 20}1993  {c |}{col 27}{res}{space 2} -.298092{col 39}{space 2} .1558942{col 50}{space 1}   -1.91{col 59}{space 3}0.059{col 67}{space 4}-.6072013{col 80}{space 3} .0110173
{txt}{space 20}1994  {c |}{col 27}{res}{space 2} -.024055{col 39}{space 2} .0571308{col 50}{space 1}   -0.42{col 59}{space 3}0.675{col 67}{space 4}-.1373349{col 80}{space 3} .0892248
{txt}{space 20}1995  {c |}{col 27}{res}{space 2} .1484537{col 39}{space 2}  .061477{col 50}{space 1}    2.41{col 59}{space 3}0.017{col 67}{space 4} .0265561{col 80}{space 3} .2703512
{txt}{space 20}1996  {c |}{col 27}{res}{space 2} .2331784{col 39}{space 2} .1218786{col 50}{space 1}    1.91{col 59}{space 3}0.058{col 67}{space 4}-.0084843{col 80}{space 3} .4748411
{txt}{space 20}1997  {c |}{col 27}{res}{space 2} .3932678{col 39}{space 2} .1846196{col 50}{space 1}    2.13{col 59}{space 3}0.035{col 67}{space 4} .0272012{col 80}{space 3} .7593343
{txt}{space 20}1998  {c |}{col 27}{res}{space 2} .6096447{col 39}{space 2} .2690028{col 50}{space 1}    2.27{col 59}{space 3}0.025{col 67}{space 4} .0762619{col 80}{space 3} 1.143027
{txt}{space 20}1999  {c |}{col 27}{res}{space 2} .8075368{col 39}{space 2} .3388206{col 50}{space 1}    2.38{col 59}{space 3}0.019{col 67}{space 4} .1357181{col 80}{space 3} 1.479356
{txt}{space 20}2000  {c |}{col 27}{res}{space 2} .8530708{col 39}{space 2} .3765794{col 50}{space 1}    2.27{col 59}{space 3}0.026{col 67}{space 4} .1063834{col 80}{space 3} 1.599758
{txt}{space 20}2001  {c |}{col 27}{res}{space 2} .6984405{col 39}{space 2} .3021728{col 50}{space 1}    2.31{col 59}{space 3}0.023{col 67}{space 4} .0992877{col 80}{space 3} 1.297593
{txt}{space 20}2002  {c |}{col 27}{res}{space 2} .5442597{col 39}{space 2}  .216847{col 50}{space 1}    2.51{col 59}{space 3}0.014{col 67}{space 4} .1142921{col 80}{space 3} .9742273
{txt}{space 20}2003  {c |}{col 27}{res}{space 2} .5149998{col 39}{space 2} .2123834{col 50}{space 1}    2.42{col 59}{space 3}0.017{col 67}{space 4} .0938827{col 80}{space 3} .9361169
{txt}{space 20}2004  {c |}{col 27}{res}{space 2} .5277883{col 39}{space 2} .2810816{col 50}{space 1}    1.88{col 59}{space 3}0.063{col 67}{space 4}-.0295446{col 80}{space 3} 1.085121
{txt}{space 20}2005  {c |}{col 27}{res}{space 2} .6991258{col 39}{space 2} .3067566{col 50}{space 1}    2.28{col 59}{space 3}0.025{col 67}{space 4} .0908841{col 80}{space 3} 1.307367
{txt}{space 20}2006  {c |}{col 27}{res}{space 2} .7964472{col 39}{space 2} .3443992{col 50}{space 1}    2.31{col 59}{space 3}0.023{col 67}{space 4} .1135672{col 80}{space 3} 1.479327
{txt}{space 20}2007  {c |}{col 27}{res}{space 2} .8321438{col 39}{space 2} .3537304{col 50}{space 1}    2.35{col 59}{space 3}0.021{col 67}{space 4} .1307618{col 80}{space 3} 1.533526
{txt}{space 20}2008  {c |}{col 27}{res}{space 2} .5218237{col 39}{space 2}  .261273{col 50}{space 1}    2.00{col 59}{space 3}0.048{col 67}{space 4} .0037676{col 80}{space 3}  1.03988
{txt}{space 20}2009  {c |}{col 27}{res}{space 2}-.1431205{col 39}{space 2} .1502493{col 50}{space 1}   -0.95{col 59}{space 3}0.343{col 67}{space 4}-.4410371{col 80}{space 3}  .154796
{txt}{space 20}2010  {c |}{col 27}{res}{space 2}-.1468703{col 39}{space 2} .1891513{col 50}{space 1}   -0.78{col 59}{space 3}0.439{col 67}{space 4}-.5219223{col 80}{space 3} .2281817
{txt}{space 20}2011  {c |}{col 27}{res}{space 2}        0{col 39}{txt}  (omitted)
{space 25} {c |}
{space 20}_cons {c |}{col 27}{res}{space 2} -2.17442{col 39}{space 2} 1.265658{col 50}{space 1}   -1.72{col 59}{space 3}0.089{col 67}{space 4}-4.683986{col 80}{space 3} .3351472
{txt}{hline 26}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}
{com}. eststo violcrime
{txt}
{com}. 
. reg incumbentpercent DIFFmurderuscity crimemurderandnonmanslaugus unemployannualus logCENSUS2000pop CENSUS2000hispanicpercent CENSUS2000blackpercent CENSUS2000bachdegplus CENSUS2000medhomevalue CENSUS1990medhhinc mayorcouncildum demvs1988  i.year if cityinds==1, cluster(citystabbr)
{p 0 6 2}{txt}note: 2011.year omitted because of collinearity{p_end}

Linear regression                                      Number of obs ={res}     313
                                                       {txt}F( 31,   106) ={res}    1.20
                                                       {txt}Prob > F      = {res} 0.2427
                                                       {txt}R-squared     = {res} 0.1164
                                                       {txt}Root MSE      = {res} .12794

{txt}{ralign 93:(Std. Err. adjusted for {res:107} clusters in citystabbr)}
{hline 28}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 29}{c |}{col 41}    Robust
{col 1}           incumbentpercent{col 29}{c |}      Coef.{col 41}   Std. Err.{col 53}      t{col 61}   P>|t|{col 69}     [95% Con{col 82}f. Interval]
{hline 28}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 11}DIFFmurderuscity {c |}{col 29}{res}{space 2}-.0860337{col 41}{space 2} .2501603{col 52}{space 1}   -0.34{col 61}{space 3}0.732{col 69}{space 4}-.5820008{col 82}{space 3} .4099333
{txt}crimemurderandnonmanslaugus {c |}{col 29}{res}{space 2}-.4095912{col 41}{space 2} .3315914{col 52}{space 1}   -1.24{col 61}{space 3}0.219{col 69}{space 4}-1.067003{col 82}{space 3}  .247821
{txt}{space 11}unemployannualus {c |}{col 29}{res}{space 2}-.5969826{col 41}{space 2} .4745462{col 52}{space 1}   -1.26{col 61}{space 3}0.211{col 69}{space 4}-1.537817{col 82}{space 3} .3438514
{txt}{space 11}logCENSUS2000pop {c |}{col 29}{res}{space 2} .0113187{col 41}{space 2} .0136743{col 52}{space 1}    0.83{col 61}{space 3}0.410{col 69}{space 4} -.015792{col 82}{space 3} .0384293
{txt}{space 2}CENSUS2000hispanicpercent {c |}{col 29}{res}{space 2} -.004117{col 41}{space 2} .0567507{col 52}{space 1}   -0.07{col 61}{space 3}0.942{col 69}{space 4}-.1166307{col 82}{space 3} .1083968
{txt}{space 5}CENSUS2000blackpercent {c |}{col 29}{res}{space 2}-.1177612{col 41}{space 2}  .106229{col 52}{space 1}   -1.11{col 61}{space 3}0.270{col 69}{space 4}-.3283705{col 82}{space 3} .0928482
{txt}{space 6}CENSUS2000bachdegplus {c |}{col 29}{res}{space 2} -.073162{col 41}{space 2} .1342223{col 52}{space 1}   -0.55{col 61}{space 3}0.587{col 69}{space 4}-.3392708{col 82}{space 3} .1929468
{txt}{space 5}CENSUS2000medhomevalue {c |}{col 29}{res}{space 2}-.0027215{col 41}{space 2}  .001415{col 52}{space 1}   -1.92{col 61}{space 3}0.057{col 69}{space 4} -.005527{col 82}{space 3} .0000839
{txt}{space 9}CENSUS1990medhhinc {c |}{col 29}{res}{space 2} .0034101{col 41}{space 2} .0020498{col 52}{space 1}    1.66{col 61}{space 3}0.099{col 69}{space 4}-.0006539{col 82}{space 3} .0074741
{txt}{space 12}mayorcouncildum {c |}{col 29}{res}{space 2} .0163053{col 41}{space 2} .0212965{col 52}{space 1}    0.77{col 61}{space 3}0.446{col 69}{space 4}-.0259171{col 82}{space 3} .0585277
{txt}{space 18}demvs1988 {c |}{col 29}{res}{space 2}-.0556516{col 41}{space 2} .0786968{col 52}{space 1}   -0.71{col 61}{space 3}0.481{col 69}{space 4}-.2116756{col 82}{space 3} .1003724
{txt}{space 27} {c |}
{space 23}year {c |}
{space 22}1991  {c |}{col 29}{res}{space 2} .9529573{col 41}{space 2} .7200654{col 52}{space 1}    1.32{col 61}{space 3}0.189{col 69}{space 4}-.4746424{col 82}{space 3} 2.380557
{txt}{space 22}1992  {c |}{col 29}{res}{space 2} 1.109588{col 41}{space 2} .8689419{col 52}{space 1}    1.28{col 61}{space 3}0.204{col 69}{space 4}-.6131735{col 82}{space 3}  2.83235
{txt}{space 22}1993  {c |}{col 29}{res}{space 2} .8573747{col 41}{space 2} .6589085{col 52}{space 1}    1.30{col 61}{space 3}0.196{col 69}{space 4}-.4489755{col 82}{space 3} 2.163725
{txt}{space 22}1994  {c |}{col 29}{res}{space 2} .1799786{col 41}{space 2} .1107069{col 52}{space 1}    1.63{col 61}{space 3}0.107{col 69}{space 4}-.0395086{col 82}{space 3} .3994658
{txt}{space 22}1995  {c |}{col 29}{res}{space 2}-.4447139{col 41}{space 2}  .403536{col 52}{space 1}   -1.10{col 61}{space 3}0.273{col 69}{space 4}-1.244763{col 82}{space 3} .3553355
{txt}{space 22}1996  {c |}{col 29}{res}{space 2}-.9511546{col 41}{space 2} .7611976{col 52}{space 1}   -1.25{col 61}{space 3}0.214{col 69}{space 4}-2.460303{col 82}{space 3} .5579937
{txt}{space 22}1997  {c |}{col 29}{res}{space 2}-1.432978{col 41}{space 2} 1.182191{col 52}{space 1}   -1.21{col 61}{space 3}0.228{col 69}{space 4}-3.776787{col 82}{space 3} .9108306
{txt}{space 22}1998  {c |}{col 29}{res}{space 2}-1.880109{col 41}{space 2} 1.549703{col 52}{space 1}   -1.21{col 61}{space 3}0.228{col 69}{space 4}-4.952546{col 82}{space 3} 1.192327
{txt}{space 22}1999  {c |}{col 29}{res}{space 2}-2.253301{col 41}{space 2}  1.88839{col 52}{space 1}   -1.19{col 61}{space 3}0.235{col 69}{space 4}-5.997217{col 82}{space 3} 1.490616
{txt}{space 22}2000  {c |}{col 29}{res}{space 2}-2.512101{col 41}{space 2} 2.058306{col 52}{space 1}   -1.22{col 61}{space 3}0.225{col 69}{space 4}-6.592893{col 82}{space 3} 1.568692
{txt}{space 22}2001  {c |}{col 29}{res}{space 2}-2.034244{col 41}{space 2} 1.678293{col 52}{space 1}   -1.21{col 61}{space 3}0.228{col 69}{space 4}-5.361622{col 82}{space 3} 1.293134
{txt}{space 22}2002  {c |}{col 29}{res}{space 2}-1.369767{col 41}{space 2}  1.18264{col 52}{space 1}   -1.16{col 61}{space 3}0.249{col 69}{space 4}-3.714466{col 82}{space 3} .9749324
{txt}{space 22}2003  {c |}{col 29}{res}{space 2}-1.210199{col 41}{space 2} 1.048152{col 52}{space 1}   -1.15{col 61}{space 3}0.251{col 69}{space 4}-3.288263{col 82}{space 3} .8678651
{txt}{space 22}2004  {c |}{col 29}{res}{space 2}-1.715491{col 41}{space 2} 1.339672{col 52}{space 1}   -1.28{col 61}{space 3}0.203{col 69}{space 4}-4.371522{col 82}{space 3} .9405389
{txt}{space 22}2005  {c |}{col 29}{res}{space 2}-1.807757{col 41}{space 2} 1.506045{col 52}{space 1}   -1.20{col 61}{space 3}0.233{col 69}{space 4}-4.793637{col 82}{space 3} 1.178123
{txt}{space 22}2006  {c |}{col 29}{res}{space 2}-2.064109{col 41}{space 2} 1.708612{col 52}{space 1}   -1.21{col 61}{space 3}0.230{col 69}{space 4}-5.451597{col 82}{space 3}  1.32338
{txt}{space 22}2007  {c |}{col 29}{res}{space 2}-2.080507{col 41}{space 2}  1.71832{col 52}{space 1}   -1.21{col 61}{space 3}0.229{col 69}{space 4}-5.487244{col 82}{space 3}  1.32623
{txt}{space 22}2008  {c |}{col 29}{res}{space 2} -1.52929{col 41}{space 2} 1.232712{col 52}{space 1}   -1.24{col 61}{space 3}0.217{col 69}{space 4} -3.97326{col 82}{space 3} .9146808
{txt}{space 22}2009  {c |}{col 29}{res}{space 2} .4111399{col 41}{space 2} .3062552{col 52}{space 1}    1.34{col 61}{space 3}0.182{col 69}{space 4}-.1960409{col 82}{space 3} 1.018321
{txt}{space 22}2010  {c |}{col 29}{res}{space 2} .6027849{col 41}{space 2} .3874819{col 52}{space 1}    1.56{col 61}{space 3}0.123{col 69}{space 4}-.1654357{col 82}{space 3} 1.371006
{txt}{space 22}2011  {c |}{col 29}{res}{space 2}        0{col 41}{txt}  (omitted)
{space 27} {c |}
{space 22}_cons {c |}{col 29}{res}{space 2} 7.586071{col 41}{space 2} 5.755954{col 52}{space 1}    1.32{col 61}{space 3}0.190{col 69}{space 4}-3.825667{col 82}{space 3} 18.99781
{txt}{hline 28}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}
{com}. eststo murders
{txt}
{com}. 
. reg incumbentpercent DIFFusmonthcitymonth unemploymonthlyus unemployannualus wonws wonsb investmayor logCENSUS2000pop CENSUS2000hispanicpercent CENSUS2000blackpercent CENSUS2000bachdegplus CENSUS2000medhomevalue CENSUS1990medhhinc mayorcouncildum demvs1988  i.year if cityinds==1, cluster(citystabbr) 
{p 0 6 2}{txt}note: 2011.year omitted because of collinearity{p_end}

Linear regression                                      Number of obs ={res}     319
                                                       {help j_robustsingular:F( 33,   113) =}       .
                                                       {txt}Prob > F      = {res}      .
                                                       {txt}R-squared     = {res} 0.1309
                                                       {txt}Root MSE      = {res} .12791

{txt}{ralign 91:(Std. Err. adjusted for {res:114} clusters in citystabbr)}
{hline 26}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 27}{c |}{col 39}    Robust
{col 1}         incumbentpercent{col 27}{c |}      Coef.{col 39}   Std. Err.{col 51}      t{col 59}   P>|t|{col 67}     [95% Con{col 80}f. Interval]
{hline 26}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 5}DIFFusmonthcitymonth {c |}{col 27}{res}{space 2} .0097933{col 39}{space 2} .0046005{col 50}{space 1}    2.13{col 59}{space 3}0.035{col 67}{space 4}  .000679{col 80}{space 3} .0189077
{txt}{space 8}unemploymonthlyus {c |}{col 27}{res}{space 2}-.0009447{col 39}{space 2} .0294081{col 50}{space 1}   -0.03{col 59}{space 3}0.974{col 67}{space 4}-.0592075{col 80}{space 3} .0573182
{txt}{space 9}unemployannualus {c |}{col 27}{res}{space 2}-.0140052{col 39}{space 2} .0387969{col 50}{space 1}   -0.36{col 59}{space 3}0.719{col 67}{space 4}-.0908689{col 80}{space 3} .0628584
{txt}{space 20}wonws {c |}{col 27}{res}{space 2}-.0075123{col 39}{space 2} .0456474{col 50}{space 1}   -0.16{col 59}{space 3}0.870{col 67}{space 4}-.0979481{col 80}{space 3} .0829236
{txt}{space 20}wonsb {c |}{col 27}{res}{space 2} .1421365{col 39}{space 2} .0614454{col 50}{space 1}    2.31{col 59}{space 3}0.023{col 67}{space 4} .0204021{col 80}{space 3} .2638708
{txt}{space 14}investmayor {c |}{col 27}{res}{space 2} -.059261{col 39}{space 2}  .028928{col 50}{space 1}   -2.05{col 59}{space 3}0.043{col 67}{space 4}-.1165725{col 80}{space 3}-.0019495
{txt}{space 9}logCENSUS2000pop {c |}{col 27}{res}{space 2} .0072106{col 39}{space 2} .0113155{col 50}{space 1}    0.64{col 59}{space 3}0.525{col 67}{space 4}-.0152074{col 80}{space 3} .0296286
{txt}CENSUS2000hispanicpercent {c |}{col 27}{res}{space 2} .0733942{col 39}{space 2} .0529011{col 50}{space 1}    1.39{col 59}{space 3}0.168{col 67}{space 4}-.0314125{col 80}{space 3} .1782009
{txt}{space 3}CENSUS2000blackpercent {c |}{col 27}{res}{space 2} -.037747{col 39}{space 2} .0694209{col 50}{space 1}   -0.54{col 59}{space 3}0.588{col 67}{space 4}-.1752823{col 80}{space 3} .0997883
{txt}{space 4}CENSUS2000bachdegplus {c |}{col 27}{res}{space 2}-.1281322{col 39}{space 2} .1466861{col 50}{space 1}   -0.87{col 59}{space 3}0.384{col 67}{space 4}-.4187438{col 80}{space 3} .1624793
{txt}{space 3}CENSUS2000medhomevalue {c |}{col 27}{res}{space 2}-.0015399{col 39}{space 2}  .001548{col 50}{space 1}   -0.99{col 59}{space 3}0.322{col 67}{space 4}-.0046067{col 80}{space 3}  .001527
{txt}{space 7}CENSUS1990medhhinc {c |}{col 27}{res}{space 2} .0015519{col 39}{space 2} .0017148{col 50}{space 1}    0.90{col 59}{space 3}0.367{col 67}{space 4}-.0018454{col 80}{space 3} .0049492
{txt}{space 10}mayorcouncildum {c |}{col 27}{res}{space 2} .0124053{col 39}{space 2} .0200737{col 50}{space 1}    0.62{col 59}{space 3}0.538{col 67}{space 4}-.0273643{col 80}{space 3} .0521749
{txt}{space 16}demvs1988 {c |}{col 27}{res}{space 2} -.014258{col 39}{space 2} .0966241{col 50}{space 1}   -0.15{col 59}{space 3}0.883{col 67}{space 4}-.2056878{col 80}{space 3} .1771717
{txt}{space 25} {c |}
{space 21}year {c |}
{space 20}1991  {c |}{col 27}{res}{space 2} .0701074{col 39}{space 2} .0571816{col 50}{space 1}    1.23{col 59}{space 3}0.223{col 67}{space 4}-.0431798{col 80}{space 3} .1833945
{txt}{space 20}1992  {c |}{col 27}{res}{space 2}  .027951{col 39}{space 2} .0744148{col 50}{space 1}    0.38{col 59}{space 3}0.708{col 67}{space 4}-.1194782{col 80}{space 3} .1753802
{txt}{space 20}1993  {c |}{col 27}{res}{space 2} .0391722{col 39}{space 2} .0572166{col 50}{space 1}    0.68{col 59}{space 3}0.495{col 67}{space 4}-.0741843{col 80}{space 3} .1525287
{txt}{space 20}1994  {c |}{col 27}{res}{space 2} .0931534{col 39}{space 2}  .050116{col 50}{space 1}    1.86{col 59}{space 3}0.066{col 67}{space 4}-.0061355{col 80}{space 3} .1924423
{txt}{space 20}1995  {c |}{col 27}{res}{space 2} .0192048{col 39}{space 2} .0518801{col 50}{space 1}    0.37{col 59}{space 3}0.712{col 67}{space 4}-.0835791{col 80}{space 3} .1219887
{txt}{space 20}1996  {c |}{col 27}{res}{space 2} -.023505{col 39}{space 2} .0561611{col 50}{space 1}   -0.42{col 59}{space 3}0.676{col 67}{space 4}-.1347704{col 80}{space 3} .0877603
{txt}{space 20}1997  {c |}{col 27}{res}{space 2}-.0097296{col 39}{space 2} .0654514{col 50}{space 1}   -0.15{col 59}{space 3}0.882{col 67}{space 4}-.1394007{col 80}{space 3} .1199414
{txt}{space 20}1998  {c |}{col 27}{res}{space 2} .0254323{col 39}{space 2}  .079577{col 50}{space 1}    0.32{col 59}{space 3}0.750{col 67}{space 4}-.1322242{col 80}{space 3} .1830887
{txt}{space 20}1999  {c |}{col 27}{res}{space 2} .0479163{col 39}{space 2} .0893832{col 50}{space 1}    0.54{col 59}{space 3}0.593{col 67}{space 4}-.1291679{col 80}{space 3} .2250005
{txt}{space 20}2000  {c |}{col 27}{res}{space 2} .0167337{col 39}{space 2} .0915283{col 50}{space 1}    0.18{col 59}{space 3}0.855{col 67}{space 4}-.1646004{col 80}{space 3} .1980678
{txt}{space 20}2001  {c |}{col 27}{res}{space 2} .0175338{col 39}{space 2} .0721481{col 50}{space 1}    0.24{col 59}{space 3}0.808{col 67}{space 4}-.1254046{col 80}{space 3} .1604721
{txt}{space 20}2002  {c |}{col 27}{res}{space 2} .0768509{col 39}{space 2} .0548617{col 50}{space 1}    1.40{col 59}{space 3}0.164{col 67}{space 4}-.0318399{col 80}{space 3} .1855418
{txt}{space 20}2003  {c |}{col 27}{res}{space 2} .0584959{col 39}{space 2} .0494179{col 50}{space 1}    1.18{col 59}{space 3}0.239{col 67}{space 4}-.0394099{col 80}{space 3} .1564017
{txt}{space 20}2004  {c |}{col 27}{res}{space 2}-.0594937{col 39}{space 2} .0652162{col 50}{space 1}   -0.91{col 59}{space 3}0.364{col 67}{space 4}-.1886987{col 80}{space 3} .0697113
{txt}{space 20}2005  {c |}{col 27}{res}{space 2} .0392404{col 39}{space 2} .0649226{col 50}{space 1}    0.60{col 59}{space 3}0.547{col 67}{space 4}-.0893829{col 80}{space 3} .1678638
{txt}{space 20}2006  {c |}{col 27}{res}{space 2} .0191392{col 39}{space 2} .0814167{col 50}{space 1}    0.24{col 59}{space 3}0.815{col 67}{space 4} -.142162{col 80}{space 3} .1804403
{txt}{space 20}2007  {c |}{col 27}{res}{space 2} .0493733{col 39}{space 2} .0782404{col 50}{space 1}    0.63{col 59}{space 3}0.529{col 67}{space 4}-.1056351{col 80}{space 3} .2043817
{txt}{space 20}2008  {c |}{col 27}{res}{space 2}-.0009217{col 39}{space 2}  .062015{col 50}{space 1}   -0.01{col 59}{space 3}0.988{col 67}{space 4}-.1237846{col 80}{space 3} .1219411
{txt}{space 20}2009  {c |}{col 27}{res}{space 2} .0575628{col 39}{space 2} .1112162{col 50}{space 1}    0.52{col 59}{space 3}0.606{col 67}{space 4}-.1627765{col 80}{space 3}  .277902
{txt}{space 20}2010  {c |}{col 27}{res}{space 2} .1651831{col 39}{space 2} .1446399{col 50}{space 1}    1.14{col 59}{space 3}0.256{col 67}{space 4}-.1213746{col 80}{space 3} .4517409
{txt}{space 20}2011  {c |}{col 27}{res}{space 2}        0{col 39}{txt}  (omitted)
{space 25} {c |}
{space 20}_cons {c |}{col 27}{res}{space 2} .5480674{col 39}{space 2} .2732526{col 50}{space 1}    2.01{col 59}{space 3}0.047{col 67}{space 4} .0067047{col 80}{space 3}  1.08943
{txt}{hline 26}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}
{com}. eststo wonanyi
{txt}
{com}. 
. estout month pcpincome hpi violcrime murders wonanyi using newtable1.tex, replace cells(b (star fmt(3)) se(par fmt(3))) stats(r2 N, labels($R^{c -(}2{c )-}$ "N")) label legend varlabels(_cons Constant) style(tex)
{res}{txt}(output written to {browse  `"newtable1.tex"'})

{com}. 
. **table3 
. 
. reg incumbentpercent unemployCITY1yearch2 unemploymonthlycity unemploymonthlyus  logCENSUS2000pop CENSUS2000hispanicpercent CENSUS2000blackpercent CENSUS2000bachdegplus CENSUS2000medhomevalue CENSUS1990medhhinc mayorcouncildum demvs1988  year if cityinds==1, cluster(citystabbr)

{txt}Linear regression                                      Number of obs ={res}     332
                                                       {txt}F( 12,   114) ={res}    1.17
                                                       {txt}Prob > F      = {res} 0.3144
                                                       {txt}R-squared     = {res} 0.0477
                                                       {txt}Root MSE      = {res} .12901

{txt}{ralign 91:(Std. Err. adjusted for {res:115} clusters in citystabbr)}
{hline 26}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 27}{c |}{col 39}    Robust
{col 1}         incumbentpercent{col 27}{c |}      Coef.{col 39}   Std. Err.{col 51}      t{col 59}   P>|t|{col 67}     [95% Con{col 80}f. Interval]
{hline 26}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 5}unemployCITY1yearch2 {c |}{col 27}{res}{space 2} .2817561{col 39}{space 2} .6527938{col 50}{space 1}    0.43{col 59}{space 3}0.667{col 67}{space 4}-1.011423{col 80}{space 3} 1.574936
{txt}{space 6}unemploymonthlycity {c |}{col 27}{res}{space 2}-.0099196{col 39}{space 2} .0045642{col 50}{space 1}   -2.17{col 59}{space 3}0.032{col 67}{space 4}-.0189614{col 80}{space 3}-.0008779
{txt}{space 8}unemploymonthlyus {c |}{col 27}{res}{space 2} .0057343{col 39}{space 2} .0081273{col 50}{space 1}    0.71{col 59}{space 3}0.482{col 67}{space 4}-.0103659{col 80}{space 3} .0218344
{txt}{space 9}logCENSUS2000pop {c |}{col 27}{res}{space 2} .0086563{col 39}{space 2} .0130364{col 50}{space 1}    0.66{col 59}{space 3}0.508{col 67}{space 4}-.0171687{col 80}{space 3} .0344813
{txt}CENSUS2000hispanicpercent {c |}{col 27}{res}{space 2} .0622051{col 39}{space 2} .0515148{col 50}{space 1}    1.21{col 59}{space 3}0.230{col 67}{space 4}-.0398453{col 80}{space 3} .1642555
{txt}{space 3}CENSUS2000blackpercent {c |}{col 27}{res}{space 2}-.0192494{col 39}{space 2}  .068032{col 50}{space 1}   -0.28{col 59}{space 3}0.778{col 67}{space 4}-.1540203{col 80}{space 3} .1155216
{txt}{space 4}CENSUS2000bachdegplus {c |}{col 27}{res}{space 2}-.1399299{col 39}{space 2} .1483873{col 50}{space 1}   -0.94{col 59}{space 3}0.348{col 67}{space 4}-.4338839{col 80}{space 3} .1540242
{txt}{space 3}CENSUS2000medhomevalue {c |}{col 27}{res}{space 2} -.001231{col 39}{space 2}  .001468{col 50}{space 1}   -0.84{col 59}{space 3}0.403{col 67}{space 4}-.0041391{col 80}{space 3} .0016771
{txt}{space 7}CENSUS1990medhhinc {c |}{col 27}{res}{space 2} .0018376{col 39}{space 2}  .001738{col 50}{space 1}    1.06{col 59}{space 3}0.293{col 67}{space 4}-.0016055{col 80}{space 3} .0052806
{txt}{space 10}mayorcouncildum {c |}{col 27}{res}{space 2} .0097712{col 39}{space 2} .0204726{col 50}{space 1}    0.48{col 59}{space 3}0.634{col 67}{space 4}-.0307849{col 80}{space 3} .0503274
{txt}{space 16}demvs1988 {c |}{col 27}{res}{space 2}-.0091122{col 39}{space 2} .0987691{col 50}{space 1}   -0.09{col 59}{space 3}0.927{col 67}{space 4}-.2047731{col 80}{space 3} .1865487
{txt}{space 21}year {c |}{col 27}{res}{space 2} .0008636{col 39}{space 2} .0016391{col 50}{space 1}    0.53{col 59}{space 3}0.599{col 67}{space 4}-.0023833{col 80}{space 3} .0041106
{txt}{space 20}_cons {c |}{col 27}{res}{space 2}-1.242288{col 39}{space 2} 3.299436{col 50}{space 1}   -0.38{col 59}{space 3}0.707{col 67}{space 4}-7.778446{col 80}{space 3}  5.29387
{txt}{hline 26}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}
{com}. eststo oneyrch
{txt}
{com}. 
. reg incumbentpercent pcpincCITYch1yr incomepcpcity incomepcpus unemployannualus  logCENSUS2000pop CENSUS2000hispanicpercent CENSUS2000blackpercent CENSUS2000bachdegplus CENSUS2000medhomevalue CENSUS1990medhhinc mayorcouncildum demvs1988  year if cityinds==1, cluster(citystabbr) 

{txt}Linear regression                                      Number of obs ={res}     310
                                                       {txt}F( 13,   104) ={res}    1.01
                                                       {txt}Prob > F      = {res} 0.4504
                                                       {txt}R-squared     = {res} 0.0406
                                                       {txt}Root MSE      = {res} .12912

{txt}{ralign 91:(Std. Err. adjusted for {res:105} clusters in citystabbr)}
{hline 26}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 27}{c |}{col 39}    Robust
{col 1}         incumbentpercent{col 27}{c |}      Coef.{col 39}   Std. Err.{col 51}      t{col 59}   P>|t|{col 67}     [95% Con{col 80}f. Interval]
{hline 26}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 10}pcpincCITYch1yr {c |}{col 27}{res}{space 2}-.0091283{col 39}{space 2} .0836133{col 50}{space 1}   -0.11{col 59}{space 3}0.913{col 67}{space 4}-.1749367{col 80}{space 3} .1566801
{txt}{space 12}incomepcpcity {c |}{col 27}{res}{space 2} .0136909{col 39}{space 2} .0066647{col 50}{space 1}    2.05{col 59}{space 3}0.042{col 67}{space 4} .0004745{col 80}{space 3} .0269073
{txt}{space 14}incomepcpus {c |}{col 27}{res}{space 2}-.0340275{col 39}{space 2} .0812701{col 50}{space 1}   -0.42{col 59}{space 3}0.676{col 67}{space 4}-.1951892{col 80}{space 3} .1271343
{txt}{space 9}unemployannualus {c |}{col 27}{res}{space 2}-.0061286{col 39}{space 2} .0076829{col 50}{space 1}   -0.80{col 59}{space 3}0.427{col 67}{space 4} -.021364{col 80}{space 3} .0091069
{txt}{space 9}logCENSUS2000pop {c |}{col 27}{res}{space 2} .0014749{col 39}{space 2} .0125953{col 50}{space 1}    0.12{col 59}{space 3}0.907{col 67}{space 4} -.023502{col 80}{space 3} .0264518
{txt}CENSUS2000hispanicpercent {c |}{col 27}{res}{space 2} .0414534{col 39}{space 2} .0524055{col 50}{space 1}    0.79{col 59}{space 3}0.431{col 67}{space 4}-.0624687{col 80}{space 3} .1453754
{txt}{space 3}CENSUS2000blackpercent {c |}{col 27}{res}{space 2}-.0352047{col 39}{space 2} .0640398{col 50}{space 1}   -0.55{col 59}{space 3}0.584{col 67}{space 4}-.1621981{col 80}{space 3} .0917887
{txt}{space 4}CENSUS2000bachdegplus {c |}{col 27}{res}{space 2}-.0165715{col 39}{space 2} .1409789{col 50}{space 1}   -0.12{col 59}{space 3}0.907{col 67}{space 4}-.2961379{col 80}{space 3} .2629949
{txt}{space 3}CENSUS2000medhomevalue {c |}{col 27}{res}{space 2}-.0032472{col 39}{space 2} .0016071{col 50}{space 1}   -2.02{col 59}{space 3}0.046{col 67}{space 4}-.0064342{col 80}{space 3}-.0000602
{txt}{space 7}CENSUS1990medhhinc {c |}{col 27}{res}{space 2} .0027959{col 39}{space 2} .0017627{col 50}{space 1}    1.59{col 59}{space 3}0.116{col 67}{space 4}-.0006995{col 80}{space 3} .0062914
{txt}{space 10}mayorcouncildum {c |}{col 27}{res}{space 2} .0241208{col 39}{space 2} .0208535{col 50}{space 1}    1.16{col 59}{space 3}0.250{col 67}{space 4}-.0172325{col 80}{space 3} .0654742
{txt}{space 16}demvs1988 {c |}{col 27}{res}{space 2}-.0193049{col 39}{space 2} .0908117{col 50}{space 1}   -0.21{col 59}{space 3}0.832{col 67}{space 4}-.1993879{col 80}{space 3} .1607782
{txt}{space 21}year {c |}{col 27}{res}{space 2}  .003218{col 39}{space 2} .0095765{col 50}{space 1}    0.34{col 59}{space 3}0.738{col 67}{space 4}-.0157726{col 80}{space 3} .0222086
{txt}{space 20}_cons {c |}{col 27}{res}{space 2}-5.800359{col 39}{space 2} 18.93597{col 50}{space 1}   -0.31{col 59}{space 3}0.760{col 67}{space 4} -43.3511{col 80}{space 3} 31.75038
{txt}{hline 26}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}
{com}. eststo oneyrincch
{txt}
{com}. 
. reg incumbentpercent hpiCITY1yrch hpiannualus hpiannualcity unemployannualus  logCENSUS2000pop CENSUS2000hispanicpercent CENSUS2000blackpercent CENSUS2000bachdegplus CENSUS2000medhomevalue CENSUS1990medhhinc mayorcouncildum demvs1988  year if cityinds==1, cluster(citystabbr) 

{txt}Linear regression                                      Number of obs ={res}     332
                                                       {txt}F( 13,   114) ={res}    0.88
                                                       {txt}Prob > F      = {res} 0.5782
                                                       {txt}R-squared     = {res} 0.0416
                                                       {txt}Root MSE      = {res} .12962

{txt}{ralign 91:(Std. Err. adjusted for {res:115} clusters in citystabbr)}
{hline 26}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 27}{c |}{col 39}    Robust
{col 1}         incumbentpercent{col 27}{c |}      Coef.{col 39}   Std. Err.{col 51}      t{col 59}   P>|t|{col 67}     [95% Con{col 80}f. Interval]
{hline 26}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 13}hpiCITY1yrch {c |}{col 27}{res}{space 2} .0015211{col 39}{space 2} .0556148{col 50}{space 1}    0.03{col 59}{space 3}0.978{col 67}{space 4}-.1086514{col 80}{space 3} .1116936
{txt}{space 14}hpiannualus {c |}{col 27}{res}{space 2} .0404289{col 39}{space 2} .0214669{col 50}{space 1}    1.88{col 59}{space 3}0.062{col 67}{space 4}-.0020969{col 80}{space 3} .0829547
{txt}{space 12}hpiannualcity {c |}{col 27}{res}{space 2}-.8492919{col 39}{space 2} .9407178{col 50}{space 1}   -0.90{col 59}{space 3}0.369{col 67}{space 4}-2.712847{col 80}{space 3} 1.014263
{txt}{space 9}unemployannualus {c |}{col 27}{res}{space 2} -.001235{col 39}{space 2} .0062116{col 50}{space 1}   -0.20{col 59}{space 3}0.843{col 67}{space 4}-.0135401{col 80}{space 3}   .01107
{txt}{space 9}logCENSUS2000pop {c |}{col 27}{res}{space 2} .0080559{col 39}{space 2} .0133878{col 50}{space 1}    0.60{col 59}{space 3}0.549{col 67}{space 4}-.0184652{col 80}{space 3} .0345769
{txt}CENSUS2000hispanicpercent {c |}{col 27}{res}{space 2}  .017473{col 39}{space 2}  .051238{col 50}{space 1}    0.34{col 59}{space 3}0.734{col 67}{space 4} -.084029{col 80}{space 3} .1189751
{txt}{space 3}CENSUS2000blackpercent {c |}{col 27}{res}{space 2}-.0629275{col 39}{space 2} .0670136{col 50}{space 1}   -0.94{col 59}{space 3}0.350{col 67}{space 4} -.195681{col 80}{space 3} .0698259
{txt}{space 4}CENSUS2000bachdegplus {c |}{col 27}{res}{space 2}-.0167492{col 39}{space 2} .1364781{col 50}{space 1}   -0.12{col 59}{space 3}0.903{col 67}{space 4}-.2871113{col 80}{space 3} .2536129
{txt}{space 3}CENSUS2000medhomevalue {c |}{col 27}{res}{space 2}-.0031888{col 39}{space 2}  .001789{col 50}{space 1}   -1.78{col 59}{space 3}0.077{col 67}{space 4}-.0067328{col 80}{space 3} .0003552
{txt}{space 7}CENSUS1990medhhinc {c |}{col 27}{res}{space 2} .0032279{col 39}{space 2} .0018282{col 50}{space 1}    1.77{col 59}{space 3}0.080{col 67}{space 4}-.0003937{col 80}{space 3} .0068495
{txt}{space 10}mayorcouncildum {c |}{col 27}{res}{space 2}  .012668{col 39}{space 2} .0209013{col 50}{space 1}    0.61{col 59}{space 3}0.546{col 67}{space 4}-.0287373{col 80}{space 3} .0540733
{txt}{space 16}demvs1988 {c |}{col 27}{res}{space 2} -.007955{col 39}{space 2} .0965549{col 50}{space 1}   -0.08{col 59}{space 3}0.934{col 67}{space 4}-.1992296{col 80}{space 3} .1833195
{txt}{space 21}year {c |}{col 27}{res}{space 2}-.0004057{col 39}{space 2} .0016726{col 50}{space 1}   -0.24{col 59}{space 3}0.809{col 67}{space 4}-.0037192{col 80}{space 3} .0029077
{txt}{space 20}_cons {c |}{col 27}{res}{space 2} 1.229831{col 39}{space 2} 3.337394{col 50}{space 1}    0.37{col 59}{space 3}0.713{col 67}{space 4}-5.381521{col 80}{space 3} 7.841183
{txt}{hline 26}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}
{com}. eststo oneyrhpich
{txt}
{com}. 
. reg incumbentpercent violentcrimerateCITY1yrch crimeviolcrimeratecity crimeviolcrimerateus unemployannualus  logCENSUS2000pop CENSUS2000hispanicpercent CENSUS2000blackpercent CENSUS2000bachdegplus CENSUS2000medhomevalue CENSUS1990medhhinc mayorcouncildum demvs1988  year if cityinds==1, cluster(citystabbr)

{txt}Linear regression                                      Number of obs ={res}     291
                                                       {txt}F( 13,   104) ={res}    1.20
                                                       {txt}Prob > F      = {res} 0.2905
                                                       {txt}R-squared     = {res} 0.0528
                                                       {txt}Root MSE      = {res} .12934

{txt}{ralign 91:(Std. Err. adjusted for {res:105} clusters in citystabbr)}
{hline 26}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 27}{c |}{col 39}    Robust
{col 1}         incumbentpercent{col 27}{c |}      Coef.{col 39}   Std. Err.{col 51}      t{col 59}   P>|t|{col 67}     [95% Con{col 80}f. Interval]
{hline 26}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
violentcrimerateCITY1yrch {c |}{col 27}{res}{space 2} .0675952{col 39}{space 2} .0576988{col 50}{space 1}    1.17{col 59}{space 3}0.244{col 67}{space 4}-.0468237{col 80}{space 3} .1820141
{txt}{space 3}crimeviolcrimeratecity {c |}{col 27}{res}{space 2} .2658328{col 39}{space 2} .1847039{col 50}{space 1}    1.44{col 59}{space 3}0.153{col 67}{space 4}-.1004419{col 80}{space 3} .6321076
{txt}{space 5}crimeviolcrimerateus {c |}{col 27}{res}{space 2} .0212451{col 39}{space 2} .2839965{col 50}{space 1}    0.07{col 59}{space 3}0.941{col 67}{space 4}-.5419306{col 80}{space 3} .5844209
{txt}{space 9}unemployannualus {c |}{col 27}{res}{space 2}-.0071596{col 39}{space 2} .0089988{col 50}{space 1}   -0.80{col 59}{space 3}0.428{col 67}{space 4}-.0250047{col 80}{space 3} .0106854
{txt}{space 9}logCENSUS2000pop {c |}{col 27}{res}{space 2} .0058363{col 39}{space 2} .0126438{col 50}{space 1}    0.46{col 59}{space 3}0.645{col 67}{space 4}-.0192369{col 80}{space 3} .0309094
{txt}CENSUS2000hispanicpercent {c |}{col 27}{res}{space 2}-.0172816{col 39}{space 2} .0562664{col 50}{space 1}   -0.31{col 59}{space 3}0.759{col 67}{space 4}  -.12886{col 80}{space 3} .0942968
{txt}{space 3}CENSUS2000blackpercent {c |}{col 27}{res}{space 2}-.1373584{col 39}{space 2} .0841168{col 50}{space 1}   -1.63{col 59}{space 3}0.106{col 67}{space 4}-.3041651{col 80}{space 3} .0294483
{txt}{space 4}CENSUS2000bachdegplus {c |}{col 27}{res}{space 2}-.0484569{col 39}{space 2} .1443708{col 50}{space 1}   -0.34{col 59}{space 3}0.738{col 67}{space 4}-.3347497{col 80}{space 3} .2378359
{txt}{space 3}CENSUS2000medhomevalue {c |}{col 27}{res}{space 2}-.0031234{col 39}{space 2} .0016107{col 50}{space 1}   -1.94{col 59}{space 3}0.055{col 67}{space 4}-.0063175{col 80}{space 3} .0000707
{txt}{space 7}CENSUS1990medhhinc {c |}{col 27}{res}{space 2} .0030422{col 39}{space 2} .0018886{col 50}{space 1}    1.61{col 59}{space 3}0.110{col 67}{space 4} -.000703{col 80}{space 3} .0067873
{txt}{space 10}mayorcouncildum {c |}{col 27}{res}{space 2} .0041746{col 39}{space 2} .0218746{col 50}{space 1}    0.19{col 59}{space 3}0.849{col 67}{space 4}-.0392036{col 80}{space 3} .0475529
{txt}{space 16}demvs1988 {c |}{col 27}{res}{space 2}-.0092596{col 39}{space 2} .0867477{col 50}{space 1}   -0.11{col 59}{space 3}0.915{col 67}{space 4}-.1812836{col 80}{space 3} .1627645
{txt}{space 21}year {c |}{col 27}{res}{space 2} .0018596{col 39}{space 2}  .005464{col 50}{space 1}    0.34{col 59}{space 3}0.734{col 67}{space 4}-.0089756{col 80}{space 3} .0126948
{txt}{space 20}_cons {c |}{col 27}{res}{space 2}-3.208329{col 39}{space 2} 11.04666{col 50}{space 1}   -0.29{col 59}{space 3}0.772{col 67}{space 4}-25.11427{col 80}{space 3} 18.69762
{txt}{hline 26}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}
{com}. eststo oneyrviolentch
{txt}
{com}. 
. reg incumbentpercent homiciderateCITY1yrch crimemurderandnonmanslaugcity crimemurderandnonmanslaugus unemployannualus  logCENSUS2000pop CENSUS2000hispanicpercent CENSUS2000blackpercent CENSUS2000bachdegplus CENSUS2000medhomevalue CENSUS1990medhhinc mayorcouncildum demvs1988 year if cityinds==1, cluster(citystabbr)

{txt}Linear regression                                      Number of obs ={res}     285
                                                       {txt}F( 13,   100) ={res}    0.63
                                                       {txt}Prob > F      = {res} 0.8200
                                                       {txt}R-squared     = {res} 0.0410
                                                       {txt}Root MSE      = {res} .12896

{txt}{ralign 95:(Std. Err. adjusted for {res:101} clusters in citystabbr)}
{hline 30}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 31}{c |}{col 43}    Robust
{col 1}             incumbentpercent{col 31}{c |}      Coef.{col 43}   Std. Err.{col 55}      t{col 63}   P>|t|{col 71}     [95% Con{col 84}f. Interval]
{hline 30}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 8}homiciderateCITY1yrch {c |}{col 31}{res}{space 2}-1.555421{col 43}{space 2} 2.150079{col 54}{space 1}   -0.72{col 63}{space 3}0.471{col 71}{space 4}-5.821116{col 84}{space 3} 2.710274
{txt}crimemurderandnonmanslaugcity {c |}{col 31}{res}{space 2} 30.20372{col 43}{space 2} 22.94058{col 54}{space 1}    1.32{col 63}{space 3}0.191{col 71}{space 4}-15.30974{col 84}{space 3} 75.71717
{txt}{space 2}crimemurderandnonmanslaugus {c |}{col 31}{res}{space 2}-.0103895{col 43}{space 2} .0145602{col 54}{space 1}   -0.71{col 63}{space 3}0.477{col 71}{space 4}-.0392765{col 84}{space 3} .0184975
{txt}{space 13}unemployannualus {c |}{col 31}{res}{space 2}-.0025917{col 43}{space 2} .0083885{col 54}{space 1}   -0.31{col 63}{space 3}0.758{col 71}{space 4}-.0192342{col 84}{space 3} .0140509
{txt}{space 13}logCENSUS2000pop {c |}{col 31}{res}{space 2} .0070876{col 43}{space 2} .0143824{col 54}{space 1}    0.49{col 63}{space 3}0.623{col 71}{space 4}-.0214467{col 84}{space 3} .0356219
{txt}{space 4}CENSUS2000hispanicpercent {c |}{col 31}{res}{space 2} .0015573{col 43}{space 2} .0545153{col 54}{space 1}    0.03{col 63}{space 3}0.977{col 71}{space 4}-.1065995{col 84}{space 3} .1097142
{txt}{space 7}CENSUS2000blackpercent {c |}{col 31}{res}{space 2}-.1405333{col 43}{space 2} .1109629{col 54}{space 1}   -1.27{col 63}{space 3}0.208{col 71}{space 4}-.3606805{col 84}{space 3} .0796138
{txt}{space 8}CENSUS2000bachdegplus {c |}{col 31}{res}{space 2} .0449603{col 43}{space 2} .1429478{col 54}{space 1}    0.31{col 63}{space 3}0.754{col 71}{space 4}-.2386441{col 84}{space 3} .3285647
{txt}{space 7}CENSUS2000medhomevalue {c |}{col 31}{res}{space 2} -.002179{col 43}{space 2}  .001676{col 54}{space 1}   -1.30{col 63}{space 3}0.197{col 71}{space 4}-.0055041{col 84}{space 3} .0011461
{txt}{space 11}CENSUS1990medhhinc {c |}{col 31}{res}{space 2} .0026128{col 43}{space 2} .0020425{col 54}{space 1}    1.28{col 63}{space 3}0.204{col 71}{space 4}-.0014395{col 84}{space 3} .0066651
{txt}{space 14}mayorcouncildum {c |}{col 31}{res}{space 2}  .003436{col 43}{space 2} .0221386{col 54}{space 1}    0.16{col 63}{space 3}0.877{col 71}{space 4}-.0404864{col 84}{space 3} .0473584
{txt}{space 20}demvs1988 {c |}{col 31}{res}{space 2}-.0374515{col 43}{space 2} .0856386{col 54}{space 1}   -0.44{col 63}{space 3}0.663{col 71}{space 4}-.2073561{col 84}{space 3} .1324531
{txt}{space 25}year {c |}{col 31}{res}{space 2}-.0007198{col 43}{space 2}  .003763{col 54}{space 1}   -0.19{col 63}{space 3}0.849{col 71}{space 4}-.0081855{col 84}{space 3}  .006746
{txt}{space 24}_cons {c |}{col 31}{res}{space 2} 1.978034{col 43}{space 2} 7.584394{col 54}{space 1}    0.26{col 63}{space 3}0.795{col 71}{space 4}-13.06919{col 84}{space 3} 17.02526
{txt}{hline 30}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}
{com}. eststo oneyrhomicidech
{txt}
{com}. 
. estout oneyrch oneyrincch oneyrhpich oneyrviolentch oneyrhomicidech using newtable23.tex, replace cells(b (star fmt(3)) se(par fmt(3))) stats(r2 N, labels($R^{c -(}2{c )-}$ "N")) label legend varlabels(_cons Constant) style(tex)
{res}{txt}(output written to {browse  `"newtable23.tex"'})

{com}. 
. ** Table 4
. *mean
. sum dailypaper2 

{txt}    Variable {c |}       Obs        Mean    Std. Dev.       Min        Max
{hline 13}{c +}{hline 56}
{space 1}dailypaper2 {c |}{res}       516    .8178295    .3863596          0          1
{txt}
{com}. 
. reg incumbentpercent DIFFusmonthcitymonth unemploymonthlyus CENSUS2000medhhinc logCENSUS2000pop CENSUS2000hispanicpercent CENSUS2000blackpercent CENSUS2000bachdegplus CENSUS2000medhomevalue CENSUS1990medhhinc mayorcouncildum demvs1988 year if cityinds==1 &dailypaper2==0, cluster(citystabbr)
{txt}note: CENSUS2000blackpercent omitted because of collinearity
note: CENSUS2000bachdegplus omitted because of collinearity
note: demvs1988 omitted because of collinearity

Linear regression                                      Number of obs ={res}      19
                                                       {help j_robustsingular:F(  2,     5) =}       .
                                                       {txt}Prob > F      = {res}      .
                                                       {txt}R-squared     = {res} 0.5924
                                                       {txt}Root MSE      = {res} .07586

{txt}{ralign 91:(Std. Err. adjusted for {res:6} clusters in citystabbr)}
{hline 26}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 27}{c |}{col 39}    Robust
{col 1}         incumbentpercent{col 27}{c |}      Coef.{col 39}   Std. Err.{col 51}      t{col 59}   P>|t|{col 67}     [95% Con{col 80}f. Interval]
{hline 26}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 5}DIFFusmonthcitymonth {c |}{col 27}{res}{space 2}-.0133366{col 39}{space 2} .0059305{col 50}{space 1}   -2.25{col 59}{space 3}0.074{col 67}{space 4}-.0285815{col 80}{space 3} .0019083
{txt}{space 8}unemploymonthlyus {c |}{col 27}{res}{space 2} .0043481{col 39}{space 2} .0040133{col 50}{space 1}    1.08{col 59}{space 3}0.328{col 67}{space 4}-.0059684{col 80}{space 3} .0146646
{txt}{space 7}CENSUS2000medhhinc {c |}{col 27}{res}{space 2}-.0059951{col 39}{space 2} .0007444{col 50}{space 1}   -8.05{col 59}{space 3}0.000{col 67}{space 4}-.0079085{col 80}{space 3}-.0040816
{txt}{space 9}logCENSUS2000pop {c |}{col 27}{res}{space 2} 1.011783{col 39}{space 2} .0482397{col 50}{space 1}   20.97{col 59}{space 3}0.000{col 67}{space 4} .8877786{col 80}{space 3} 1.135787
{txt}CENSUS2000hispanicpercent {c |}{col 27}{res}{space 2} .0066855{col 39}{space 2} .0873083{col 50}{space 1}    0.08{col 59}{space 3}0.942{col 67}{space 4}-.2177475{col 80}{space 3} .2311185
{txt}{space 3}CENSUS2000blackpercent {c |}{col 27}{res}{space 2}        0{col 39}{txt}  (omitted)
{space 4}CENSUS2000bachdegplus {c |}{col 27}{res}{space 2}        0{col 39}{txt}  (omitted)
{space 3}CENSUS2000medhomevalue {c |}{col 27}{res}{space 2} .0075009{col 39}{space 2} .0025491{col 50}{space 1}    2.94{col 59}{space 3}0.032{col 67}{space 4} .0009482{col 80}{space 3} .0140537
{txt}{space 7}CENSUS1990medhhinc {c |}{col 27}{res}{space 2} .0123544{col 39}{space 2} .0022664{col 50}{space 1}    5.45{col 59}{space 3}0.003{col 67}{space 4} .0065284{col 80}{space 3} .0181803
{txt}{space 10}mayorcouncildum {c |}{col 27}{res}{space 2} .2687552{col 39}{space 2} .0258046{col 50}{space 1}   10.41{col 59}{space 3}0.000{col 67}{space 4} .2024223{col 80}{space 3} .3350881
{txt}{space 16}demvs1988 {c |}{col 27}{res}{space 2}        0{col 39}{txt}  (omitted)
{space 21}year {c |}{col 27}{res}{space 2} .0071167{col 39}{space 2} .0025652{col 50}{space 1}    2.77{col 59}{space 3}0.039{col 67}{space 4} .0005226{col 80}{space 3} .0137108
{txt}{space 20}_cons {c |}{col 27}{res}{space 2}-26.16337{col 39}{space 2}   5.5464{col 50}{space 1}   -4.72{col 59}{space 3}0.005{col 67}{space 4}-40.42085{col 80}{space 3} -11.9059
{txt}{hline 26}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}
{com}. eststo dailypaper1
{txt}
{com}. 
. reg incumbentpercent DIFFusmonthcitymonth unemploymonthlyus CENSUS2000medhhinc logCENSUS2000pop CENSUS2000hispanicpercent CENSUS2000blackpercent CENSUS2000bachdegplus CENSUS2000medhomevalue CENSUS1990medhhinc mayorcouncildum demvs1988 year if cityinds==1 &dailypaper2==1, cluster(citystabbr)

{txt}Linear regression                                      Number of obs ={res}     131
                                                       {txt}F( 12,    43) ={res}    2.39
                                                       {txt}Prob > F      = {res} 0.0183
                                                       {txt}R-squared     = {res} 0.1823
                                                       {txt}Root MSE      = {res} .11619

{txt}{ralign 91:(Std. Err. adjusted for {res:44} clusters in citystabbr)}
{hline 26}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 27}{c |}{col 39}    Robust
{col 1}         incumbentpercent{col 27}{c |}      Coef.{col 39}   Std. Err.{col 51}      t{col 59}   P>|t|{col 67}     [95% Con{col 80}f. Interval]
{hline 26}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 5}DIFFusmonthcitymonth {c |}{col 27}{res}{space 2} .0163125{col 39}{space 2} .0065021{col 50}{space 1}    2.51{col 59}{space 3}0.016{col 67}{space 4} .0031997{col 80}{space 3} .0294253
{txt}{space 8}unemploymonthlyus {c |}{col 27}{res}{space 2} .0003995{col 39}{space 2} .0069791{col 50}{space 1}    0.06{col 59}{space 3}0.955{col 67}{space 4}-.0136752{col 80}{space 3} .0144743
{txt}{space 7}CENSUS2000medhhinc {c |}{col 27}{res}{space 2} .0060178{col 39}{space 2} .0032529{col 50}{space 1}    1.85{col 59}{space 3}0.071{col 67}{space 4}-.0005423{col 80}{space 3}  .012578
{txt}{space 9}logCENSUS2000pop {c |}{col 27}{res}{space 2} .0062529{col 39}{space 2} .0202865{col 50}{space 1}    0.31{col 59}{space 3}0.759{col 67}{space 4}-.0346588{col 80}{space 3} .0471647
{txt}CENSUS2000hispanicpercent {c |}{col 27}{res}{space 2} .2145317{col 39}{space 2} .0939429{col 50}{space 1}    2.28{col 59}{space 3}0.027{col 67}{space 4} .0250778{col 80}{space 3} .4039856
{txt}{space 3}CENSUS2000blackpercent {c |}{col 27}{res}{space 2} .0758933{col 39}{space 2} .1056777{col 50}{space 1}    0.72{col 59}{space 3}0.477{col 67}{space 4}-.1372261{col 80}{space 3} .2890126
{txt}{space 4}CENSUS2000bachdegplus {c |}{col 27}{res}{space 2} .0676059{col 39}{space 2} .2528091{col 50}{space 1}    0.27{col 59}{space 3}0.790{col 67}{space 4}-.4422323{col 80}{space 3}  .577444
{txt}{space 3}CENSUS2000medhomevalue {c |}{col 27}{res}{space 2}-.0034684{col 39}{space 2} .0020348{col 50}{space 1}   -1.70{col 59}{space 3}0.095{col 67}{space 4}-.0075718{col 80}{space 3} .0006351
{txt}{space 7}CENSUS1990medhhinc {c |}{col 27}{res}{space 2} -.006861{col 39}{space 2} .0042568{col 50}{space 1}   -1.61{col 59}{space 3}0.114{col 67}{space 4}-.0154456{col 80}{space 3} .0017236
{txt}{space 10}mayorcouncildum {c |}{col 27}{res}{space 2}-.0116732{col 39}{space 2} .0310813{col 50}{space 1}   -0.38{col 59}{space 3}0.709{col 67}{space 4}-.0743546{col 80}{space 3} .0510081
{txt}{space 16}demvs1988 {c |}{col 27}{res}{space 2} .0000734{col 39}{space 2} .1260408{col 50}{space 1}    0.00{col 59}{space 3}1.000{col 67}{space 4}-.2541121{col 80}{space 3} .2542589
{txt}{space 21}year {c |}{col 27}{res}{space 2} .0007239{col 39}{space 2} .0020092{col 50}{space 1}    0.36{col 59}{space 3}0.720{col 67}{space 4}-.0033281{col 80}{space 3}  .004776
{txt}{space 20}_cons {c |}{col 27}{res}{space 2}-1.015723{col 39}{space 2} 4.039584{col 50}{space 1}   -0.25{col 59}{space 3}0.803{col 67}{space 4} -9.16232{col 80}{space 3} 7.130874
{txt}{hline 26}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}
{com}. eststo dailypaper2
{txt}
{com}. 
. clear
{txt}
{com}. 
. set seed 1124
{txt}
{com}. set obs 10000
{txt}obs was 0, now 10000

{com}. matrix m=(-.013, .016)
{txt}
{com}. matrix sd=(.006, .007)
{txt}
{com}. drawnorm xvar xvar2, n(10000) means(m) sds(sd)
{txt}
{com}. 
. **summarize the simulated coefficients
. summ xvar if xvar <0

{txt}    Variable {c |}       Obs        Mean    Std. Dev.       Min        Max
{hline 13}{c +}{hline 56}
{space 8}xvar {c |}{res}      9862   -.0132962    .0056981  -.0356512  -.0000319
{txt}
{com}. summ xvar2 if xvar2 <0

{txt}    Variable {c |}       Obs        Mean    Std. Dev.       Min        Max
{hline 13}{c +}{hline 56}
{space 7}xvar2 {c |}{res}       106   -.0022233    .0019098  -.0103288  -.0000241
{txt}
{com}. 
. **flag observations where x1 > x2 and summarize
. gen x1_xvar = 0
{txt}
{com}. replace x1_xvar = 1 if xvar > xvar2
{txt}(5 real changes made)

{com}. *p value
. summ x1_xvar

{txt}    Variable {c |}       Obs        Mean    Std. Dev.       Min        Max
{hline 13}{c +}{hline 56}
{space 5}x1_xvar {c |}{res}     10000       .0005    .0223562          0          1
{txt}
{com}. 
. clear
{txt}
{com}. 
. use "/Users/lindsaypettingill/Dropbox/cityelections/datasets/most_recent/mayoralelections_final_full.dta"
{txt}
{com}. *mean
. sum mainm

{txt}    Variable {c |}       Obs        Mean    Std. Dev.       Min        Max
{hline 13}{c +}{hline 56}
mainmediam~t {c |}{res}      1214    .4184514    .4935083          0          1
{txt}
{com}. 
. reg incumbentpercent DIFFusmonthcitymonth unemploymonthlyus CENSUS2000medhhinc logCENSUS2000pop CENSUS2000hispanicpercent CENSUS2000blackpercent CENSUS2000bachdegplus CENSUS2000medhomevalue CENSUS1990medhhinc mayorcouncildum demvs1988 year if cityinds==1 &mainm==0, cluster(citystabbr)

{txt}Linear regression                                      Number of obs ={res}     172
                                                       {txt}F( 12,    53) ={res}    3.82
                                                       {txt}Prob > F      = {res} 0.0003
                                                       {txt}R-squared     = {res} 0.1304
                                                       {txt}Root MSE      = {res} .12504

{txt}{ralign 91:(Std. Err. adjusted for {res:54} clusters in citystabbr)}
{hline 26}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 27}{c |}{col 39}    Robust
{col 1}         incumbentpercent{col 27}{c |}      Coef.{col 39}   Std. Err.{col 51}      t{col 59}   P>|t|{col 67}     [95% Con{col 80}f. Interval]
{hline 26}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 5}DIFFusmonthcitymonth {c |}{col 27}{res}{space 2} .0031618{col 39}{space 2} .0051835{col 50}{space 1}    0.61{col 59}{space 3}0.544{col 67}{space 4} -.007235{col 80}{space 3} .0135587
{txt}{space 8}unemploymonthlyus {c |}{col 27}{res}{space 2}-.0077423{col 39}{space 2} .0094034{col 50}{space 1}   -0.82{col 59}{space 3}0.414{col 67}{space 4}-.0266032{col 80}{space 3} .0111185
{txt}{space 7}CENSUS2000medhhinc {c |}{col 27}{res}{space 2} .0064251{col 39}{space 2} .0024004{col 50}{space 1}    2.68{col 59}{space 3}0.010{col 67}{space 4} .0016105{col 80}{space 3} .0112397
{txt}{space 9}logCENSUS2000pop {c |}{col 27}{res}{space 2} .0123934{col 39}{space 2} .0187568{col 50}{space 1}    0.66{col 59}{space 3}0.512{col 67}{space 4}-.0252279{col 80}{space 3} .0500147
{txt}CENSUS2000hispanicpercent {c |}{col 27}{res}{space 2} .0577512{col 39}{space 2} .0556367{col 50}{space 1}    1.04{col 59}{space 3}0.304{col 67}{space 4}-.0538418{col 80}{space 3} .1693443
{txt}{space 3}CENSUS2000blackpercent {c |}{col 27}{res}{space 2}-.0345883{col 39}{space 2} .0766946{col 50}{space 1}   -0.45{col 59}{space 3}0.654{col 67}{space 4}-.1884183{col 80}{space 3} .1192416
{txt}{space 4}CENSUS2000bachdegplus {c |}{col 27}{res}{space 2}-.2854339{col 39}{space 2}  .192086{col 50}{space 1}   -1.49{col 59}{space 3}0.143{col 67}{space 4}-.6707097{col 80}{space 3} .0998419
{txt}{space 3}CENSUS2000medhomevalue {c |}{col 27}{res}{space 2}-.0024333{col 39}{space 2} .0017495{col 50}{space 1}   -1.39{col 59}{space 3}0.170{col 67}{space 4}-.0059423{col 80}{space 3} .0010758
{txt}{space 7}CENSUS1990medhhinc {c |}{col 27}{res}{space 2}-.0065604{col 39}{space 2} .0030005{col 50}{space 1}   -2.19{col 59}{space 3}0.033{col 67}{space 4}-.0125786{col 80}{space 3}-.0005421
{txt}{space 10}mayorcouncildum {c |}{col 27}{res}{space 2}-.0419301{col 39}{space 2} .0276696{col 50}{space 1}   -1.52{col 59}{space 3}0.136{col 67}{space 4}-.0974283{col 80}{space 3} .0135681
{txt}{space 16}demvs1988 {c |}{col 27}{res}{space 2}-.1143263{col 39}{space 2} .1540884{col 50}{space 1}   -0.74{col 59}{space 3}0.461{col 67}{space 4}-.4233884{col 80}{space 3} .1947359
{txt}{space 21}year {c |}{col 27}{res}{space 2} .0022991{col 39}{space 2} .0022718{col 50}{space 1}    1.01{col 59}{space 3}0.316{col 67}{space 4}-.0022576{col 80}{space 3} .0068557
{txt}{space 20}_cons {c |}{col 27}{res}{space 2}-4.050652{col 39}{space 2} 4.522571{col 50}{space 1}   -0.90{col 59}{space 3}0.374{col 67}{space 4}-13.12178{col 80}{space 3} 5.020476
{txt}{hline 26}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}
{com}. eststo media1
{txt}
{com}. 
. reg incumbentpercent DIFFusmonthcitymonth unemploymonthlyus CENSUS2000medhhinc logCENSUS2000pop CENSUS2000hispanicpercent CENSUS2000blackpercent CENSUS2000bachdegplus CENSUS2000medhomevalue CENSUS1990medhhinc mayorcouncildum demvs1988 year if cityinds==1 &mainm==1, cluster(citystabbr)

{txt}Linear regression                                      Number of obs ={res}     168
                                                       {txt}F( 12,    60) ={res}    1.87
                                                       {txt}Prob > F      = {res} 0.0567
                                                       {txt}R-squared     = {res} 0.1738
                                                       {txt}Root MSE      = {res} .12211

{txt}{ralign 91:(Std. Err. adjusted for {res:61} clusters in citystabbr)}
{hline 26}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 27}{c |}{col 39}    Robust
{col 1}         incumbentpercent{col 27}{c |}      Coef.{col 39}   Std. Err.{col 51}      t{col 59}   P>|t|{col 67}     [95% Con{col 80}f. Interval]
{hline 26}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 5}DIFFusmonthcitymonth {c |}{col 27}{res}{space 2} .0167116{col 39}{space 2} .0059426{col 50}{space 1}    2.81{col 59}{space 3}0.007{col 67}{space 4} .0048246{col 80}{space 3} .0285986
{txt}{space 8}unemploymonthlyus {c |}{col 27}{res}{space 2}-.0031828{col 39}{space 2} .0049603{col 50}{space 1}   -0.64{col 59}{space 3}0.524{col 67}{space 4}-.0131049{col 80}{space 3} .0067392
{txt}{space 7}CENSUS2000medhhinc {c |}{col 27}{res}{space 2} .0136673{col 39}{space 2} .0048421{col 50}{space 1}    2.82{col 59}{space 3}0.006{col 67}{space 4} .0039816{col 80}{space 3}  .023353
{txt}{space 9}logCENSUS2000pop {c |}{col 27}{res}{space 2} .0013523{col 39}{space 2} .0143006{col 50}{space 1}    0.09{col 59}{space 3}0.925{col 67}{space 4}-.0272531{col 80}{space 3} .0299578
{txt}CENSUS2000hispanicpercent {c |}{col 27}{res}{space 2} .1481023{col 39}{space 2} .0773554{col 50}{space 1}    1.91{col 59}{space 3}0.060{col 67}{space 4}-.0066315{col 80}{space 3} .3028362
{txt}{space 3}CENSUS2000blackpercent {c |}{col 27}{res}{space 2} .1043567{col 39}{space 2} .0928229{col 50}{space 1}    1.12{col 59}{space 3}0.265{col 67}{space 4}-.0813167{col 80}{space 3} .2900302
{txt}{space 4}CENSUS2000bachdegplus {c |}{col 27}{res}{space 2}-.2008061{col 39}{space 2} .2417235{col 50}{space 1}   -0.83{col 59}{space 3}0.409{col 67}{space 4}-.6843252{col 80}{space 3}  .282713
{txt}{space 3}CENSUS2000medhomevalue {c |}{col 27}{res}{space 2} .0000391{col 39}{space 2} .0018511{col 50}{space 1}    0.02{col 59}{space 3}0.983{col 67}{space 4}-.0036637{col 80}{space 3} .0037418
{txt}{space 7}CENSUS1990medhhinc {c |}{col 27}{res}{space 2}-.0140416{col 39}{space 2} .0066801{col 50}{space 1}   -2.10{col 59}{space 3}0.040{col 67}{space 4}-.0274037{col 80}{space 3}-.0006794
{txt}{space 10}mayorcouncildum {c |}{col 27}{res}{space 2} .0585044{col 39}{space 2} .0319206{col 50}{space 1}    1.83{col 59}{space 3}0.072{col 67}{space 4}-.0053464{col 80}{space 3} .1223551
{txt}{space 16}demvs1988 {c |}{col 27}{res}{space 2} .0935828{col 39}{space 2} .1256616{col 50}{space 1}    0.74{col 59}{space 3}0.459{col 67}{space 4}-.1577778{col 80}{space 3} .3449434
{txt}{space 21}year {c |}{col 27}{res}{space 2}-.0000231{col 39}{space 2} .0018792{col 50}{space 1}   -0.01{col 59}{space 3}0.990{col 67}{space 4} -.003782{col 80}{space 3} .0037359
{txt}{space 20}_cons {c |}{col 27}{res}{space 2} .4093098{col 39}{space 2} 3.753589{col 50}{space 1}    0.11{col 59}{space 3}0.914{col 67}{space 4}-7.098987{col 80}{space 3} 7.917607
{txt}{hline 26}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}
{com}. eststo media2
{txt}
{com}. 
. clear
{txt}
{com}. 
. set seed 1125
{txt}
{com}. set obs 10000
{txt}obs was 0, now 10000

{com}. matrix m=(.003, .017)
{txt}
{com}. matrix sd=(.005, .006)
{txt}
{com}. drawnorm xvar xvar2, n(10000) means(m) sds(sd)
{txt}
{com}. 
. **summarize the simulated coefficients
. summ xvar if xvar <0

{txt}    Variable {c |}       Obs        Mean    Std. Dev.       Min        Max
{hline 13}{c +}{hline 56}
{space 8}xvar {c |}{res}      2694   -.0030338    .0024015  -.0160853  -4.31e-06
{txt}
{com}. summ xvar2 if xvar2 <0

{txt}    Variable {c |}       Obs        Mean    Std. Dev.       Min        Max
{hline 13}{c +}{hline 56}
{space 7}xvar2 {c |}{res}        25   -.0017456    .0010164  -.0040008  -.0000716
{txt}
{com}. 
. **flag observations where x1 > x2 and summarize
. gen x1_xvar = 0
{txt}
{com}. replace x1_xvar = 1 if xvar > xvar2
{txt}(372 real changes made)

{com}. *p value
. summ x1_xvar

{txt}    Variable {c |}       Obs        Mean    Std. Dev.       Min        Max
{hline 13}{c +}{hline 56}
{space 5}x1_xvar {c |}{res}     10000       .0372     .189261          0          1
{txt}
{com}. 
. clear
{txt}
{com}. 
. **2. Table 5:robustness of effect
. use "/Users/lindsaypettingill/Dropbox/cityelections/datasets/most_recent/mayoralelections_final_full.dta"
{txt}
{com}. reg incumbentpercentch DIFFusmonthcitymonth unemploymonthlyus logCENSUS2000pop CENSUS2000hispanicpercent CENSUS2000blackpercent CENSUS2000bachdegplus CENSUS2000medhomevalue CENSUS1990medhhinc mayorcouncildum  demvs1988  i.year if cityinds==1, cluster(citystabbr)

{txt}Linear regression                                      Number of obs ={res}     247
                                                       {txt}F( 31,    94) ={res}    1.82
                                                       {txt}Prob > F      = {res} 0.0148
                                                       {txt}R-squared     = {res} 0.1322
                                                       {txt}Root MSE      = {res} .17329

{txt}{ralign 91:(Std. Err. adjusted for {res:95} clusters in citystabbr)}
{hline 26}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 27}{c |}{col 39}    Robust
{col 1}       incumbentpercentch{col 27}{c |}      Coef.{col 39}   Std. Err.{col 51}      t{col 59}   P>|t|{col 67}     [95% Con{col 80}f. Interval]
{hline 26}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 5}DIFFusmonthcitymonth {c |}{col 27}{res}{space 2} .0217401{col 39}{space 2} .0062895{col 50}{space 1}    3.46{col 59}{space 3}0.001{col 67}{space 4} .0092523{col 80}{space 3}  .034228
{txt}{space 8}unemploymonthlyus {c |}{col 27}{res}{space 2} .0105372{col 39}{space 2} .0460201{col 50}{space 1}    0.23{col 59}{space 3}0.819{col 67}{space 4}-.0808368{col 80}{space 3} .1019111
{txt}{space 9}logCENSUS2000pop {c |}{col 27}{res}{space 2} .0325243{col 39}{space 2} .0120929{col 50}{space 1}    2.69{col 59}{space 3}0.008{col 67}{space 4} .0085134{col 80}{space 3} .0565351
{txt}CENSUS2000hispanicpercent {c |}{col 27}{res}{space 2}-.0296285{col 39}{space 2} .0750506{col 50}{space 1}   -0.39{col 59}{space 3}0.694{col 67}{space 4}-.1786433{col 80}{space 3} .1193863
{txt}{space 3}CENSUS2000blackpercent {c |}{col 27}{res}{space 2} .0115964{col 39}{space 2} .0785377{col 50}{space 1}    0.15{col 59}{space 3}0.883{col 67}{space 4}-.1443421{col 80}{space 3} .1675349
{txt}{space 4}CENSUS2000bachdegplus {c |}{col 27}{res}{space 2}-.7736884{col 39}{space 2} .2505212{col 50}{space 1}   -3.09{col 59}{space 3}0.003{col 67}{space 4}-1.271104{col 80}{space 3}-.2762727
{txt}{space 3}CENSUS2000medhomevalue {c |}{col 27}{res}{space 2}  .002383{col 39}{space 2} .0016958{col 50}{space 1}    1.41{col 59}{space 3}0.163{col 67}{space 4}-.0009841{col 80}{space 3} .0057501
{txt}{space 7}CENSUS1990medhhinc {c |}{col 27}{res}{space 2}-.0009198{col 39}{space 2} .0022708{col 50}{space 1}   -0.41{col 59}{space 3}0.686{col 67}{space 4}-.0054285{col 80}{space 3} .0035889
{txt}{space 10}mayorcouncildum {c |}{col 27}{res}{space 2}-.0079177{col 39}{space 2} .0229722{col 50}{space 1}   -0.34{col 59}{space 3}0.731{col 67}{space 4}-.0535294{col 80}{space 3} .0376941
{txt}{space 16}demvs1988 {c |}{col 27}{res}{space 2} .0119465{col 39}{space 2} .1245015{col 50}{space 1}    0.10{col 59}{space 3}0.924{col 67}{space 4}-.2352542{col 80}{space 3} .2591472
{txt}{space 25} {c |}
{space 21}year {c |}
{space 20}1991  {c |}{col 27}{res}{space 2}-.0548663{col 39}{space 2} .0907525{col 50}{space 1}   -0.60{col 59}{space 3}0.547{col 67}{space 4}-.2350575{col 80}{space 3} .1253249
{txt}{space 20}1992  {c |}{col 27}{res}{space 2} .0260264{col 39}{space 2} .0992094{col 50}{space 1}    0.26{col 59}{space 3}0.794{col 67}{space 4}-.1709561{col 80}{space 3}  .223009
{txt}{space 20}1993  {c |}{col 27}{res}{space 2} .0481172{col 39}{space 2}  .086265{col 50}{space 1}    0.56{col 59}{space 3}0.578{col 67}{space 4} -.123164{col 80}{space 3} .2193985
{txt}{space 20}1994  {c |}{col 27}{res}{space 2}-.0019663{col 39}{space 2} .0965472{col 50}{space 1}   -0.02{col 59}{space 3}0.984{col 67}{space 4} -.193663{col 80}{space 3} .1897305
{txt}{space 20}1995  {c |}{col 27}{res}{space 2} .0366414{col 39}{space 2} .0904424{col 50}{space 1}    0.41{col 59}{space 3}0.686{col 67}{space 4}-.1429342{col 80}{space 3}  .216217
{txt}{space 20}1996  {c |}{col 27}{res}{space 2}-.0382258{col 39}{space 2} .0986283{col 50}{space 1}   -0.39{col 59}{space 3}0.699{col 67}{space 4}-.2340546{col 80}{space 3} .1576029
{txt}{space 20}1997  {c |}{col 27}{res}{space 2}   .00355{col 39}{space 2} .1130124{col 50}{space 1}    0.03{col 59}{space 3}0.975{col 67}{space 4}-.2208388{col 80}{space 3} .2279388
{txt}{space 20}1998  {c |}{col 27}{res}{space 2} .0068822{col 39}{space 2} .1467403{col 50}{space 1}    0.05{col 59}{space 3}0.963{col 67}{space 4} -.284474{col 80}{space 3} .2982385
{txt}{space 20}1999  {c |}{col 27}{res}{space 2} .0160612{col 39}{space 2} .1337206{col 50}{space 1}    0.12{col 59}{space 3}0.905{col 67}{space 4}-.2494441{col 80}{space 3} .2815665
{txt}{space 20}2000  {c |}{col 27}{res}{space 2}-.0563447{col 39}{space 2} .1406603{col 50}{space 1}   -0.40{col 59}{space 3}0.690{col 67}{space 4} -.335629{col 80}{space 3} .2229396
{txt}{space 20}2001  {c |}{col 27}{res}{space 2}-.0017764{col 39}{space 2} .1005571{col 50}{space 1}   -0.02{col 59}{space 3}0.986{col 67}{space 4}-.2014349{col 80}{space 3} .1978821
{txt}{space 20}2002  {c |}{col 27}{res}{space 2} .0224487{col 39}{space 2} .0724039{col 50}{space 1}    0.31{col 59}{space 3}0.757{col 67}{space 4} -.121311{col 80}{space 3} .1662084
{txt}{space 20}2003  {c |}{col 27}{res}{space 2} .0592344{col 39}{space 2} .0888406{col 50}{space 1}    0.67{col 59}{space 3}0.507{col 67}{space 4}-.1171606{col 80}{space 3} .2356295
{txt}{space 20}2004  {c |}{col 27}{res}{space 2} .0740524{col 39}{space 2} .0889096{col 50}{space 1}    0.83{col 59}{space 3}0.407{col 67}{space 4}-.1024796{col 80}{space 3} .2505845
{txt}{space 20}2005  {c |}{col 27}{res}{space 2} .0820262{col 39}{space 2} .1092191{col 50}{space 1}    0.75{col 59}{space 3}0.455{col 67}{space 4}-.1348309{col 80}{space 3} .2988834
{txt}{space 20}2006  {c |}{col 27}{res}{space 2}  .062914{col 39}{space 2} .1198806{col 50}{space 1}    0.52{col 59}{space 3}0.601{col 67}{space 4}-.1751118{col 80}{space 3} .3009398
{txt}{space 20}2007  {c |}{col 27}{res}{space 2} .0355052{col 39}{space 2} .1275806{col 50}{space 1}    0.28{col 59}{space 3}0.781{col 67}{space 4}-.2178091{col 80}{space 3} .2888195
{txt}{space 20}2008  {c |}{col 27}{res}{space 2} .0799317{col 39}{space 2} .0946402{col 50}{space 1}    0.84{col 59}{space 3}0.400{col 67}{space 4}-.1079787{col 80}{space 3} .2678421
{txt}{space 20}2009  {c |}{col 27}{res}{space 2} .0010389{col 39}{space 2} .1955987{col 50}{space 1}    0.01{col 59}{space 3}0.996{col 67}{space 4}-.3873269{col 80}{space 3} .3894046
{txt}{space 20}2010  {c |}{col 27}{res}{space 2}  .064741{col 39}{space 2} .1821914{col 50}{space 1}    0.36{col 59}{space 3}0.723{col 67}{space 4}-.2970044{col 80}{space 3} .4264863
{txt}{space 20}2011  {c |}{col 27}{res}{space 2} .0195536{col 39}{space 2} .1549002{col 50}{space 1}    0.13{col 59}{space 3}0.900{col 67}{space 4}-.2880045{col 80}{space 3} .3271116
{txt}{space 25} {c |}
{space 20}_cons {c |}{col 27}{res}{space 2}-.3938043{col 39}{space 2} .3009262{col 50}{space 1}   -1.31{col 59}{space 3}0.194{col 67}{space 4}-.9913002{col 80}{space 3} .2036917
{txt}{hline 26}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}
{com}. eststo altdv
{txt}
{com}. 
. reg incumbentpercent incumbentpercentlag DIFFusmonthcitymonth unemploymonthlyus logCENSUS2000pop CENSUS2000hispanicpercent CENSUS2000blackpercent CENSUS2000bachdegplus CENSUS2000medhomevalue CENSUS1990medhhinc mayorcouncildum demvs1988  i.year if cityinds==1, cluster(citystabbr)

{txt}Linear regression                                      Number of obs ={res}     163
                                                       {txt}F( 31,    76) ={res}    8.28
                                                       {txt}Prob > F      = {res} 0.0000
                                                       {txt}R-squared     = {res} 0.3249
                                                       {txt}Root MSE      = {res}  .1136

{txt}{ralign 91:(Std. Err. adjusted for {res:77} clusters in citystabbr)}
{hline 26}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 27}{c |}{col 39}    Robust
{col 1}         incumbentpercent{col 27}{c |}      Coef.{col 39}   Std. Err.{col 51}      t{col 59}   P>|t|{col 67}     [95% Con{col 80}f. Interval]
{hline 26}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 6}incumbentpercentlag {c |}{col 27}{res}{space 2} .3076043{col 39}{space 2} .0851859{col 50}{space 1}    3.61{col 59}{space 3}0.001{col 67}{space 4}  .137942{col 80}{space 3} .4772667
{txt}{space 5}DIFFusmonthcitymonth {c |}{col 27}{res}{space 2} .0170138{col 39}{space 2} .0050316{col 50}{space 1}    3.38{col 59}{space 3}0.001{col 67}{space 4} .0069924{col 80}{space 3} .0270352
{txt}{space 8}unemploymonthlyus {c |}{col 27}{res}{space 2} .0169506{col 39}{space 2} .0383497{col 50}{space 1}    0.44{col 59}{space 3}0.660{col 67}{space 4}-.0594295{col 80}{space 3} .0933306
{txt}{space 9}logCENSUS2000pop {c |}{col 27}{res}{space 2} .0075256{col 39}{space 2}  .011585{col 50}{space 1}    0.65{col 59}{space 3}0.518{col 67}{space 4}-.0155479{col 80}{space 3}  .030599
{txt}CENSUS2000hispanicpercent {c |}{col 27}{res}{space 2} .0883279{col 39}{space 2}  .058913{col 50}{space 1}    1.50{col 59}{space 3}0.138{col 67}{space 4}-.0290075{col 80}{space 3} .2056633
{txt}{space 3}CENSUS2000blackpercent {c |}{col 27}{res}{space 2}-.0238402{col 39}{space 2} .0613769{col 50}{space 1}   -0.39{col 59}{space 3}0.699{col 67}{space 4} -.146083{col 80}{space 3} .0984026
{txt}{space 4}CENSUS2000bachdegplus {c |}{col 27}{res}{space 2} -.364615{col 39}{space 2}  .207815{col 50}{space 1}   -1.75{col 59}{space 3}0.083{col 67}{space 4}-.7785145{col 80}{space 3} .0492845
{txt}{space 3}CENSUS2000medhomevalue {c |}{col 27}{res}{space 2} .0005436{col 39}{space 2} .0013991{col 50}{space 1}    0.39{col 59}{space 3}0.699{col 67}{space 4} -.002243{col 80}{space 3} .0033302
{txt}{space 7}CENSUS1990medhhinc {c |}{col 27}{res}{space 2} .0012082{col 39}{space 2} .0018254{col 50}{space 1}    0.66{col 59}{space 3}0.510{col 67}{space 4}-.0024274{col 80}{space 3} .0048437
{txt}{space 10}mayorcouncildum {c |}{col 27}{res}{space 2} .0262221{col 39}{space 2} .0234737{col 50}{space 1}    1.12{col 59}{space 3}0.267{col 67}{space 4}-.0205298{col 80}{space 3} .0729741
{txt}{space 16}demvs1988 {c |}{col 27}{res}{space 2}-.0562827{col 39}{space 2} .1033648{col 50}{space 1}   -0.54{col 59}{space 3}0.588{col 67}{space 4}-.2621516{col 80}{space 3} .1495861
{txt}{space 25} {c |}
{space 21}year {c |}
{space 20}1992  {c |}{col 27}{res}{space 2}-.0676479{col 39}{space 2} .0551482{col 50}{space 1}   -1.23{col 59}{space 3}0.224{col 67}{space 4}-.1774851{col 80}{space 3} .0421892
{txt}{space 20}1993  {c |}{col 27}{res}{space 2}-.1315243{col 39}{space 2} .0458085{col 50}{space 1}   -2.87{col 59}{space 3}0.005{col 67}{space 4}-.2227599{col 80}{space 3}-.0402887
{txt}{space 20}1994  {c |}{col 27}{res}{space 2}-.0825141{col 39}{space 2} .0496616{col 50}{space 1}   -1.66{col 59}{space 3}0.101{col 67}{space 4}-.1814237{col 80}{space 3} .0163955
{txt}{space 20}1995  {c |}{col 27}{res}{space 2}-.0243463{col 39}{space 2} .0626627{col 50}{space 1}   -0.39{col 59}{space 3}0.699{col 67}{space 4}-.1491499{col 80}{space 3} .1004573
{txt}{space 20}1996  {c |}{col 27}{res}{space 2}-.0962847{col 39}{space 2} .0657516{col 50}{space 1}   -1.46{col 59}{space 3}0.147{col 67}{space 4}-.2272402{col 80}{space 3} .0346709
{txt}{space 20}1997  {c |}{col 27}{res}{space 2}-.0663805{col 39}{space 2}  .093152{col 50}{space 1}   -0.71{col 59}{space 3}0.478{col 67}{space 4}-.2519087{col 80}{space 3} .1191478
{txt}{space 20}1998  {c |}{col 27}{res}{space 2}-.0697615{col 39}{space 2}  .100604{col 50}{space 1}   -0.69{col 59}{space 3}0.490{col 67}{space 4}-.2701316{col 80}{space 3} .1306087
{txt}{space 20}1999  {c |}{col 27}{res}{space 2}-.0183719{col 39}{space 2}  .104982{col 50}{space 1}   -0.18{col 59}{space 3}0.862{col 67}{space 4}-.2274618{col 80}{space 3} .1907179
{txt}{space 20}2000  {c |}{col 27}{res}{space 2}-.0785434{col 39}{space 2} .1112491{col 50}{space 1}   -0.71{col 59}{space 3}0.482{col 67}{space 4}-.3001151{col 80}{space 3} .1430283
{txt}{space 20}2001  {c |}{col 27}{res}{space 2} -.084132{col 39}{space 2} .0772893{col 50}{space 1}   -1.09{col 59}{space 3}0.280{col 67}{space 4}-.2380671{col 80}{space 3} .0698031
{txt}{space 20}2002  {c |}{col 27}{res}{space 2}-.0276191{col 39}{space 2} .0668957{col 50}{space 1}   -0.41{col 59}{space 3}0.681{col 67}{space 4}-.1608534{col 80}{space 3} .1056152
{txt}{space 20}2003  {c |}{col 27}{res}{space 2} .0073775{col 39}{space 2} .0588417{col 50}{space 1}    0.13{col 59}{space 3}0.901{col 67}{space 4}-.1098158{col 80}{space 3} .1245709
{txt}{space 20}2004  {c |}{col 27}{res}{space 2}-.0845181{col 39}{space 2} .0627513{col 50}{space 1}   -1.35{col 59}{space 3}0.182{col 67}{space 4}-.2094983{col 80}{space 3}  .040462
{txt}{space 20}2005  {c |}{col 27}{res}{space 2}  .034459{col 39}{space 2} .0785813{col 50}{space 1}    0.44{col 59}{space 3}0.662{col 67}{space 4}-.1220492{col 80}{space 3} .1909671
{txt}{space 20}2006  {c |}{col 27}{res}{space 2}-.0849845{col 39}{space 2} .0945861{col 50}{space 1}   -0.90{col 59}{space 3}0.372{col 67}{space 4} -.273369{col 80}{space 3} .1034001
{txt}{space 20}2007  {c |}{col 27}{res}{space 2}-.0369905{col 39}{space 2} .1003866{col 50}{space 1}   -0.37{col 59}{space 3}0.714{col 67}{space 4}-.2369278{col 80}{space 3} .1629467
{txt}{space 20}2008  {c |}{col 27}{res}{space 2}-.0608181{col 39}{space 2} .0855161{col 50}{space 1}   -0.71{col 59}{space 3}0.479{col 67}{space 4}-.2311381{col 80}{space 3} .1095019
{txt}{space 20}2009  {c |}{col 27}{res}{space 2}-.0870813{col 39}{space 2}  .130341{col 50}{space 1}   -0.67{col 59}{space 3}0.506{col 67}{space 4}-.3466778{col 80}{space 3} .1725152
{txt}{space 20}2010  {c |}{col 27}{res}{space 2}-.0681206{col 39}{space 2}  .120876{col 50}{space 1}   -0.56{col 59}{space 3}0.575{col 67}{space 4}-.3088661{col 80}{space 3} .1726249
{txt}{space 20}2011  {c |}{col 27}{res}{space 2}-.1792588{col 39}{space 2} .1140935{col 50}{space 1}   -1.57{col 59}{space 3}0.120{col 67}{space 4}-.4064957{col 80}{space 3} .0479781
{txt}{space 25} {c |}
{space 20}_cons {c |}{col 27}{res}{space 2} .2972409{col 39}{space 2} .3040462{col 50}{space 1}    0.98{col 59}{space 3}0.331{col 67}{space 4}-.3083197{col 80}{space 3} .9028014
{txt}{hline 26}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}
{com}. eststo monthlag
{txt}
{com}. 
. reg incumbentpercent incumbentpercentlag DIFFusmonthcityyear unemployannualus logCENSUS2000pop CENSUS2000hispanicpercent CENSUS2000blackpercent CENSUS2000bachdegplus CENSUS2000medhomevalue CENSUS1990medhhinc mayorcouncildum demvs1988  i.year if cityinds==1, cluster(citystabbr)
{p 0 6 2}{txt}note: 2011.year omitted because of collinearity{p_end}

Linear regression                                      Number of obs ={res}     163
                                                       {txt}F( 30,    76) ={res}    7.49
                                                       {txt}Prob > F      = {res} 0.0000
                                                       {txt}R-squared     = {res} 0.3184
                                                       {txt}Root MSE      = {res} .11371

{txt}{ralign 91:(Std. Err. adjusted for {res:77} clusters in citystabbr)}
{hline 26}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 27}{c |}{col 39}    Robust
{col 1}         incumbentpercent{col 27}{c |}      Coef.{col 39}   Std. Err.{col 51}      t{col 59}   P>|t|{col 67}     [95% Con{col 80}f. Interval]
{hline 26}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 6}incumbentpercentlag {c |}{col 27}{res}{space 2} .3031208{col 39}{space 2} .0859246{col 50}{space 1}    3.53{col 59}{space 3}0.001{col 67}{space 4} .1319872{col 80}{space 3} .4742545
{txt}{space 6}DIFFusmonthcityyear {c |}{col 27}{res}{space 2} .0162472{col 39}{space 2} .0050752{col 50}{space 1}    3.20{col 59}{space 3}0.002{col 67}{space 4}  .006139{col 80}{space 3} .0263554
{txt}{space 9}unemployannualus {c |}{col 27}{res}{space 2}-.0683801{col 39}{space 2} .0461435{col 50}{space 1}   -1.48{col 59}{space 3}0.143{col 67}{space 4}-.1602829{col 80}{space 3} .0235228
{txt}{space 9}logCENSUS2000pop {c |}{col 27}{res}{space 2} .0071657{col 39}{space 2} .0115737{col 50}{space 1}    0.62{col 59}{space 3}0.538{col 67}{space 4}-.0158853{col 80}{space 3} .0302168
{txt}CENSUS2000hispanicpercent {c |}{col 27}{res}{space 2} .0828164{col 39}{space 2} .0582471{col 50}{space 1}    1.42{col 59}{space 3}0.159{col 67}{space 4}-.0331928{col 80}{space 3} .1988255
{txt}{space 3}CENSUS2000blackpercent {c |}{col 27}{res}{space 2}-.0313769{col 39}{space 2} .0607393{col 50}{space 1}   -0.52{col 59}{space 3}0.607{col 67}{space 4}-.1523498{col 80}{space 3}  .089596
{txt}{space 4}CENSUS2000bachdegplus {c |}{col 27}{res}{space 2}-.3578992{col 39}{space 2} .2097623{col 50}{space 1}   -1.71{col 59}{space 3}0.092{col 67}{space 4}-.7756771{col 80}{space 3} .0598786
{txt}{space 3}CENSUS2000medhomevalue {c |}{col 27}{res}{space 2} .0003944{col 39}{space 2} .0014446{col 50}{space 1}    0.27{col 59}{space 3}0.786{col 67}{space 4}-.0024827{col 80}{space 3} .0032716
{txt}{space 7}CENSUS1990medhhinc {c |}{col 27}{res}{space 2} .0012364{col 39}{space 2} .0018228{col 50}{space 1}    0.68{col 59}{space 3}0.500{col 67}{space 4}-.0023941{col 80}{space 3} .0048668
{txt}{space 10}mayorcouncildum {c |}{col 27}{res}{space 2}  .026978{col 39}{space 2} .0238283{col 50}{space 1}    1.13{col 59}{space 3}0.261{col 67}{space 4}-.0204802{col 80}{space 3} .0744362
{txt}{space 16}demvs1988 {c |}{col 27}{res}{space 2}-.0452206{col 39}{space 2} .1068124{col 50}{space 1}   -0.42{col 59}{space 3}0.673{col 67}{space 4}-.2579559{col 80}{space 3} .1675147
{txt}{space 25} {c |}
{space 21}year {c |}
{space 20}1992  {c |}{col 27}{res}{space 2}-.0206092{col 39}{space 2} .0725505{col 50}{space 1}   -0.28{col 59}{space 3}0.777{col 67}{space 4}-.1651062{col 80}{space 3} .1238877
{txt}{space 20}1993  {c |}{col 27}{res}{space 2} -.124409{col 39}{space 2} .0470873{col 50}{space 1}   -2.64{col 59}{space 3}0.010{col 67}{space 4}-.2181915{col 80}{space 3}-.0306264
{txt}{space 20}1994  {c |}{col 27}{res}{space 2}-.1442099{col 39}{space 2} .0440045{col 50}{space 1}   -3.28{col 59}{space 3}0.002{col 67}{space 4}-.2318524{col 80}{space 3}-.0565674
{txt}{space 20}1995  {c |}{col 27}{res}{space 2}-.1285101{col 39}{space 2}   .06063{col 50}{space 1}   -2.12{col 59}{space 3}0.037{col 67}{space 4}-.2492653{col 80}{space 3} -.007755
{txt}{space 20}1996  {c |}{col 27}{res}{space 2}-.2249489{col 39}{space 2}  .070429{col 50}{space 1}   -3.19{col 59}{space 3}0.002{col 67}{space 4}-.3652203{col 80}{space 3}-.0846774
{txt}{space 20}1997  {c |}{col 27}{res}{space 2}-.2274662{col 39}{space 2} .0703839{col 50}{space 1}   -3.23{col 59}{space 3}0.002{col 67}{space 4}-.3676478{col 80}{space 3}-.0872845
{txt}{space 20}1998  {c |}{col 27}{res}{space 2} -.267106{col 39}{space 2} .1064796{col 50}{space 1}   -2.51{col 59}{space 3}0.014{col 67}{space 4}-.4791786{col 80}{space 3}-.0550335
{txt}{space 20}1999  {c |}{col 27}{res}{space 2}-.2385102{col 39}{space 2} .1089123{col 50}{space 1}   -2.19{col 59}{space 3}0.032{col 67}{space 4}-.4554279{col 80}{space 3}-.0215925
{txt}{space 20}2000  {c |}{col 27}{res}{space 2}-.3187813{col 39}{space 2} .1305152{col 50}{space 1}   -2.44{col 59}{space 3}0.017{col 67}{space 4}-.5787248{col 80}{space 3}-.0588378
{txt}{space 20}2001  {c |}{col 27}{res}{space 2}-.2666081{col 39}{space 2} .0987466{col 50}{space 1}   -2.70{col 59}{space 3}0.009{col 67}{space 4}-.4632789{col 80}{space 3}-.0699372
{txt}{space 20}2002  {c |}{col 27}{res}{space 2}-.1160873{col 39}{space 2}  .067782{col 50}{space 1}   -1.71{col 59}{space 3}0.091{col 67}{space 4}-.2510868{col 80}{space 3} .0189122
{txt}{space 20}2003  {c |}{col 27}{res}{space 2}-.0618645{col 39}{space 2} .0462094{col 50}{space 1}   -1.34{col 59}{space 3}0.185{col 67}{space 4}-.1538985{col 80}{space 3} .0301695
{txt}{space 20}2004  {c |}{col 27}{res}{space 2}-.1934794{col 39}{space 2} .0677312{col 50}{space 1}   -2.86{col 59}{space 3}0.006{col 67}{space 4}-.3283778{col 80}{space 3}-.0585811
{txt}{space 20}2005  {c |}{col 27}{res}{space 2}-.1143215{col 39}{space 2} .0713762{col 50}{space 1}   -1.60{col 59}{space 3}0.113{col 67}{space 4}-.2564795{col 80}{space 3} .0278365
{txt}{space 20}2006  {c |}{col 27}{res}{space 2}-.2765164{col 39}{space 2} .1043981{col 50}{space 1}   -2.65{col 59}{space 3}0.010{col 67}{space 4}-.4844433{col 80}{space 3}-.0685895
{txt}{space 20}2007  {c |}{col 27}{res}{space 2}-.2263029{col 39}{space 2} .1121968{col 50}{space 1}   -2.02{col 59}{space 3}0.047{col 67}{space 4}-.4497622{col 80}{space 3}-.0028437
{txt}{space 20}2008  {c |}{col 27}{res}{space 2}-.1476098{col 39}{space 2} .0866217{col 50}{space 1}   -1.70{col 59}{space 3}0.092{col 67}{space 4}-.3201318{col 80}{space 3} .0249123
{txt}{space 20}2009  {c |}{col 27}{res}{space 2} .1224232{col 39}{space 2} .1299095{col 50}{space 1}    0.94{col 59}{space 3}0.349{col 67}{space 4}-.1363141{col 80}{space 3} .3811605
{txt}{space 20}2010  {c |}{col 27}{res}{space 2} .1680908{col 39}{space 2} .1418083{col 50}{space 1}    1.19{col 59}{space 3}0.240{col 67}{space 4}-.1143448{col 80}{space 3} .4505265
{txt}{space 20}2011  {c |}{col 27}{res}{space 2}        0{col 39}{txt}  (omitted)
{space 25} {c |}
{space 20}_cons {c |}{col 27}{res}{space 2} .8863766{col 39}{space 2} .3629858{col 50}{space 1}    2.44{col 59}{space 3}0.017{col 67}{space 4} .1634276{col 80}{space 3} 1.609326
{txt}{hline 26}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}
{com}. eststo yearlag
{txt}
{com}. 
. reg incumbentpercent unemploymonthlycity unemploymonthlyus logCENSUS2000pop CENSUS2000hispanicpercent CENSUS2000blackpercent CENSUS2000bachdegplus CENSUS2000medhomevalue CENSUS1990medhhinc mayorcouncildum demvs1988  i.year if cityinds==1, cluster(citystabbr)

{txt}Linear regression                                      Number of obs ={res}     341
                                                       {txt}F( 31,   114) ={res}    1.65
                                                       {txt}Prob > F      = {res} 0.0298
                                                       {txt}R-squared     = {res} 0.1221
                                                       {txt}Root MSE      = {res} .12683

{txt}{ralign 91:(Std. Err. adjusted for {res:115} clusters in citystabbr)}
{hline 26}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 27}{c |}{col 39}    Robust
{col 1}         incumbentpercent{col 27}{c |}      Coef.{col 39}   Std. Err.{col 51}      t{col 59}   P>|t|{col 67}     [95% Con{col 80}f. Interval]
{hline 26}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 6}unemploymonthlycity {c |}{col 27}{res}{space 2}-.0104254{col 39}{space 2} .0040919{col 50}{space 1}   -2.55{col 59}{space 3}0.012{col 67}{space 4}-.0185315{col 80}{space 3}-.0023193
{txt}{space 8}unemploymonthlyus {c |}{col 27}{res}{space 2}  .020181{col 39}{space 2} .0275682{col 50}{space 1}    0.73{col 59}{space 3}0.466{col 67}{space 4}-.0344314{col 80}{space 3} .0747935
{txt}{space 9}logCENSUS2000pop {c |}{col 27}{res}{space 2}  .007636{col 39}{space 2} .0114421{col 50}{space 1}    0.67{col 59}{space 3}0.506{col 67}{space 4}-.0150306{col 80}{space 3} .0303027
{txt}CENSUS2000hispanicpercent {c |}{col 27}{res}{space 2} .0646577{col 39}{space 2} .0530592{col 50}{space 1}    1.22{col 59}{space 3}0.226{col 67}{space 4}-.0404522{col 80}{space 3} .1697675
{txt}{space 3}CENSUS2000blackpercent {c |}{col 27}{res}{space 2}-.0304192{col 39}{space 2} .0661064{col 50}{space 1}   -0.46{col 59}{space 3}0.646{col 67}{space 4}-.1613755{col 80}{space 3} .1005371
{txt}{space 4}CENSUS2000bachdegplus {c |}{col 27}{res}{space 2}-.1398458{col 39}{space 2} .1483515{col 50}{space 1}   -0.94{col 59}{space 3}0.348{col 67}{space 4} -.433729{col 80}{space 3} .1540375
{txt}{space 3}CENSUS2000medhomevalue {c |}{col 27}{res}{space 2}-.0016829{col 39}{space 2} .0014473{col 50}{space 1}   -1.16{col 59}{space 3}0.247{col 67}{space 4}  -.00455{col 80}{space 3} .0011842
{txt}{space 7}CENSUS1990medhhinc {c |}{col 27}{res}{space 2} .0018861{col 39}{space 2} .0017253{col 50}{space 1}    1.09{col 59}{space 3}0.277{col 67}{space 4}-.0015316{col 80}{space 3} .0053039
{txt}{space 10}mayorcouncildum {c |}{col 27}{res}{space 2} .0136796{col 39}{space 2} .0194062{col 50}{space 1}    0.70{col 59}{space 3}0.482{col 67}{space 4}-.0247641{col 80}{space 3} .0521232
{txt}{space 16}demvs1988 {c |}{col 27}{res}{space 2}-.0161225{col 39}{space 2} .0909441{col 50}{space 1}   -0.18{col 59}{space 3}0.860{col 67}{space 4}-.1962821{col 80}{space 3} .1640371
{txt}{space 25} {c |}
{space 21}year {c |}
{space 20}1991  {c |}{col 27}{res}{space 2} .0363689{col 39}{space 2} .0588937{col 50}{space 1}    0.62{col 59}{space 3}0.538{col 67}{space 4} -.080299{col 80}{space 3} .1530368
{txt}{space 20}1992  {c |}{col 27}{res}{space 2}-.0322658{col 39}{space 2}  .063997{col 50}{space 1}   -0.50{col 59}{space 3}0.615{col 67}{space 4}-.1590433{col 80}{space 3} .0945117
{txt}{space 20}1993  {c |}{col 27}{res}{space 2}-.0010017{col 39}{space 2} .0555203{col 50}{space 1}   -0.02{col 59}{space 3}0.986{col 67}{space 4}-.1109869{col 80}{space 3} .1089835
{txt}{space 20}1994  {c |}{col 27}{res}{space 2} .0729466{col 39}{space 2} .0512728{col 50}{space 1}    1.42{col 59}{space 3}0.158{col 67}{space 4}-.0286245{col 80}{space 3} .1745177
{txt}{space 20}1995  {c |}{col 27}{res}{space 2} .0305134{col 39}{space 2} .0480179{col 50}{space 1}    0.64{col 59}{space 3}0.526{col 67}{space 4}-.0646098{col 80}{space 3} .1256365
{txt}{space 20}1996  {c |}{col 27}{res}{space 2}-.0093751{col 39}{space 2} .0506789{col 50}{space 1}   -0.18{col 59}{space 3}0.854{col 67}{space 4}-.1097696{col 80}{space 3} .0910195
{txt}{space 20}1997  {c |}{col 27}{res}{space 2} .0155599{col 39}{space 2}  .052052{col 50}{space 1}    0.30{col 59}{space 3}0.766{col 67}{space 4}-.0875548{col 80}{space 3} .1186746
{txt}{space 20}1998  {c |}{col 27}{res}{space 2} .0674425{col 39}{space 2}  .062874{col 50}{space 1}    1.07{col 59}{space 3}0.286{col 67}{space 4}-.0571105{col 80}{space 3} .1919954
{txt}{space 20}1999  {c |}{col 27}{res}{space 2} .0956727{col 39}{space 2} .0632853{col 50}{space 1}    1.51{col 59}{space 3}0.133{col 67}{space 4} -.029695{col 80}{space 3} .2210404
{txt}{space 20}2000  {c |}{col 27}{res}{space 2} .0618924{col 39}{space 2} .0686469{col 50}{space 1}    0.90{col 59}{space 3}0.369{col 67}{space 4}-.0740966{col 80}{space 3} .1978815
{txt}{space 20}2001  {c |}{col 27}{res}{space 2} .0446683{col 39}{space 2} .0527446{col 50}{space 1}    0.85{col 59}{space 3}0.399{col 67}{space 4}-.0598184{col 80}{space 3}  .149155
{txt}{space 20}2002  {c |}{col 27}{res}{space 2}  .077635{col 39}{space 2} .0502961{col 50}{space 1}    1.54{col 59}{space 3}0.125{col 67}{space 4}-.0220011{col 80}{space 3} .1772711
{txt}{space 20}2003  {c |}{col 27}{res}{space 2} .0630098{col 39}{space 2} .0483078{col 50}{space 1}    1.30{col 59}{space 3}0.195{col 67}{space 4}-.0326875{col 80}{space 3} .1587071
{txt}{space 20}2004  {c |}{col 27}{res}{space 2}-.0568632{col 39}{space 2} .0615666{col 50}{space 1}   -0.92{col 59}{space 3}0.358{col 67}{space 4}-.1788262{col 80}{space 3} .0650999
{txt}{space 20}2005  {c |}{col 27}{res}{space 2} .0507807{col 39}{space 2} .0554382{col 50}{space 1}    0.92{col 59}{space 3}0.362{col 67}{space 4}-.0590419{col 80}{space 3} .1606032
{txt}{space 20}2006  {c |}{col 27}{res}{space 2} .0534837{col 39}{space 2} .0645635{col 50}{space 1}    0.83{col 59}{space 3}0.409{col 67}{space 4}-.0744161{col 80}{space 3} .1813834
{txt}{space 20}2007  {c |}{col 27}{res}{space 2} .0803521{col 39}{space 2} .0570937{col 50}{space 1}    1.41{col 59}{space 3}0.162{col 67}{space 4}-.0327501{col 80}{space 3} .1934542
{txt}{space 20}2008  {c |}{col 27}{res}{space 2}-.0114511{col 39}{space 2} .0583306{col 50}{space 1}   -0.20{col 59}{space 3}0.845{col 67}{space 4}-.1270035{col 80}{space 3} .1041014
{txt}{space 20}2009  {c |}{col 27}{res}{space 2}-.0280423{col 39}{space 2} .1109147{col 50}{space 1}   -0.25{col 59}{space 3}0.801{col 67}{space 4}-.2477635{col 80}{space 3} .1916788
{txt}{space 20}2010  {c |}{col 27}{res}{space 2} .0661216{col 39}{space 2} .1224593{col 50}{space 1}    0.54{col 59}{space 3}0.590{col 67}{space 4}-.1764693{col 80}{space 3} .3087126
{txt}{space 20}2011  {c |}{col 27}{res}{space 2}-.0725865{col 39}{space 2}  .125895{col 50}{space 1}   -0.58{col 59}{space 3}0.565{col 67}{space 4}-.3219834{col 80}{space 3} .1768105
{txt}{space 25} {c |}
{space 20}_cons {c |}{col 27}{res}{space 2} .3896389{col 39}{space 2} .2010406{col 50}{space 1}    1.94{col 59}{space 3}0.055{col 67}{space 4}-.0086211{col 80}{space 3} .7878989
{txt}{hline 26}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}
{com}. eststo absol
{txt}
{com}. 
. reg incumbentpercent unemploymonthlycity logCENSUS2000pop CENSUS2000hispanicpercent CENSUS2000blackpercent CENSUS2000bachdegplus CENSUS2000medhomevalue CENSUS1990medhhinc mayorcouncildum demvs1988  i.year if cityinds==1, cluster(citystabbr)

{txt}Linear regression                                      Number of obs ={res}     341
                                                       {txt}F( 30,   114) ={res}    1.59
                                                       {txt}Prob > F      = {res} 0.0437
                                                       {txt}R-squared     = {res} 0.1206
                                                       {txt}Root MSE      = {res} .12673

{txt}{ralign 91:(Std. Err. adjusted for {res:115} clusters in citystabbr)}
{hline 26}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 27}{c |}{col 39}    Robust
{col 1}         incumbentpercent{col 27}{c |}      Coef.{col 39}   Std. Err.{col 51}      t{col 59}   P>|t|{col 67}     [95% Con{col 80}f. Interval]
{hline 26}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 6}unemploymonthlycity {c |}{col 27}{res}{space 2}-.0098723{col 39}{space 2} .0039171{col 50}{space 1}   -2.52{col 59}{space 3}0.013{col 67}{space 4} -.017632{col 80}{space 3}-.0021127
{txt}{space 9}logCENSUS2000pop {c |}{col 27}{res}{space 2} .0077524{col 39}{space 2} .0114001{col 50}{space 1}    0.68{col 59}{space 3}0.498{col 67}{space 4}-.0148311{col 80}{space 3}  .030336
{txt}CENSUS2000hispanicpercent {c |}{col 27}{res}{space 2} .0630064{col 39}{space 2}  .053127{col 50}{space 1}    1.19{col 59}{space 3}0.238{col 67}{space 4}-.0422379{col 80}{space 3} .1682506
{txt}{space 3}CENSUS2000blackpercent {c |}{col 27}{res}{space 2}-.0329201{col 39}{space 2} .0661167{col 50}{space 1}   -0.50{col 59}{space 3}0.620{col 67}{space 4}-.1638967{col 80}{space 3} .0980565
{txt}{space 4}CENSUS2000bachdegplus {c |}{col 27}{res}{space 2}-.1329503{col 39}{space 2} .1476665{col 50}{space 1}   -0.90{col 59}{space 3}0.370{col 67}{space 4}-.4254766{col 80}{space 3}  .159576
{txt}{space 3}CENSUS2000medhomevalue {c |}{col 27}{res}{space 2}-.0017609{col 39}{space 2} .0014591{col 50}{space 1}   -1.21{col 59}{space 3}0.230{col 67}{space 4}-.0046514{col 80}{space 3} .0011296
{txt}{space 7}CENSUS1990medhhinc {c |}{col 27}{res}{space 2} .0019714{col 39}{space 2} .0017449{col 50}{space 1}    1.13{col 59}{space 3}0.261{col 67}{space 4}-.0014852{col 80}{space 3} .0054279
{txt}{space 10}mayorcouncildum {c |}{col 27}{res}{space 2} .0135065{col 39}{space 2} .0195519{col 50}{space 1}    0.69{col 59}{space 3}0.491{col 67}{space 4}-.0252257{col 80}{space 3} .0522387
{txt}{space 16}demvs1988 {c |}{col 27}{res}{space 2}-.0146219{col 39}{space 2} .0913232{col 50}{space 1}   -0.16{col 59}{space 3}0.873{col 67}{space 4}-.1955325{col 80}{space 3} .1662886
{txt}{space 25} {c |}
{space 21}year {c |}
{space 20}1991  {c |}{col 27}{res}{space 2} .0578526{col 39}{space 2} .0486708{col 50}{space 1}    1.19{col 59}{space 3}0.237{col 67}{space 4}-.0385638{col 80}{space 3} .1542691
{txt}{space 20}1992  {c |}{col 27}{res}{space 2} .0010961{col 39}{space 2} .0508772{col 50}{space 1}    0.02{col 59}{space 3}0.983{col 67}{space 4}-.0996913{col 80}{space 3} .1018835
{txt}{space 20}1993  {c |}{col 27}{res}{space 2} .0180823{col 39}{space 2} .0490465{col 50}{space 1}    0.37{col 59}{space 3}0.713{col 67}{space 4}-.0790785{col 80}{space 3} .1152431
{txt}{space 20}1994  {c |}{col 27}{res}{space 2} .0768406{col 39}{space 2} .0510953{col 50}{space 1}    1.50{col 59}{space 3}0.135{col 67}{space 4}-.0243789{col 80}{space 3}   .17806
{txt}{space 20}1995  {c |}{col 27}{res}{space 2} .0265079{col 39}{space 2} .0462135{col 50}{space 1}    0.57{col 59}{space 3}0.567{col 67}{space 4}-.0650407{col 80}{space 3} .1180565
{txt}{space 20}1996  {c |}{col 27}{res}{space 2}-.0168478{col 39}{space 2} .0467352{col 50}{space 1}   -0.36{col 59}{space 3}0.719{col 67}{space 4}-.1094297{col 80}{space 3} .0757342
{txt}{space 20}1997  {c |}{col 27}{res}{space 2} -.006323{col 39}{space 2} .0454065{col 50}{space 1}   -0.14{col 59}{space 3}0.889{col 67}{space 4} -.096273{col 80}{space 3} .0836269
{txt}{space 20}1998  {c |}{col 27}{res}{space 2} .0415116{col 39}{space 2} .0509276{col 50}{space 1}    0.82{col 59}{space 3}0.417{col 67}{space 4}-.0593756{col 80}{space 3} .1423988
{txt}{space 20}1999  {c |}{col 27}{res}{space 2} .0632133{col 39}{space 2}  .046553{col 50}{space 1}    1.36{col 59}{space 3}0.177{col 67}{space 4}-.0290078{col 80}{space 3} .1554345
{txt}{space 20}2000  {c |}{col 27}{res}{space 2} .0248398{col 39}{space 2} .0461557{col 50}{space 1}    0.54{col 59}{space 3}0.592{col 67}{space 4}-.0665944{col 80}{space 3} .1162739
{txt}{space 20}2001  {c |}{col 27}{res}{space 2} .0327517{col 39}{space 2}  .048407{col 50}{space 1}    0.68{col 59}{space 3}0.500{col 67}{space 4}-.0631422{col 80}{space 3} .1286457
{txt}{space 20}2002  {c |}{col 27}{res}{space 2} .0774781{col 39}{space 2} .0488758{col 50}{space 1}    1.59{col 59}{space 3}0.116{col 67}{space 4}-.0193445{col 80}{space 3} .1743006
{txt}{space 20}2003  {c |}{col 27}{res}{space 2} .0645327{col 39}{space 2} .0471298{col 50}{space 1}    1.37{col 59}{space 3}0.174{col 67}{space 4} -.028831{col 80}{space 3} .1578965
{txt}{space 20}2004  {c |}{col 27}{res}{space 2}-.0619362{col 39}{space 2} .0595585{col 50}{space 1}   -1.04{col 59}{space 3}0.301{col 67}{space 4}-.1799211{col 80}{space 3} .0560488
{txt}{space 20}2005  {c |}{col 27}{res}{space 2} .0346066{col 39}{space 2} .0510248{col 50}{space 1}    0.68{col 59}{space 3}0.499{col 67}{space 4}-.0664731{col 80}{space 3} .1356863
{txt}{space 20}2006  {c |}{col 27}{res}{space 2} .0284672{col 39}{space 2} .0543718{col 50}{space 1}    0.52{col 59}{space 3}0.602{col 67}{space 4}-.0792428{col 80}{space 3} .1361773
{txt}{space 20}2007  {c |}{col 27}{res}{space 2} .0564141{col 39}{space 2} .0473784{col 50}{space 1}    1.19{col 59}{space 3}0.236{col 67}{space 4}-.0374423{col 80}{space 3} .1502704
{txt}{space 20}2008  {c |}{col 27}{res}{space 2}-.0038937{col 39}{space 2} .0594882{col 50}{space 1}   -0.07{col 59}{space 3}0.948{col 67}{space 4}-.1217393{col 80}{space 3}  .113952
{txt}{space 20}2009  {c |}{col 27}{res}{space 2} .0456073{col 39}{space 2} .0561793{col 50}{space 1}    0.81{col 59}{space 3}0.419{col 67}{space 4}-.0656834{col 80}{space 3} .1568979
{txt}{space 20}2010  {c |}{col 27}{res}{space 2} .1424421{col 39}{space 2}  .056228{col 50}{space 1}    2.53{col 59}{space 3}0.013{col 67}{space 4} .0310549{col 80}{space 3} .2538294
{txt}{space 20}2011  {c |}{col 27}{res}{space 2}-.0155023{col 39}{space 2} .1179957{col 50}{space 1}   -0.13{col 59}{space 3}0.896{col 67}{space 4}-.2492508{col 80}{space 3} .2182462
{txt}{space 25} {c |}
{space 20}_cons {c |}{col 27}{res}{space 2} .4998771{col 39}{space 2} .1446143{col 50}{space 1}    3.46{col 59}{space 3}0.001{col 67}{space 4} .2133972{col 80}{space 3}  .786357
{txt}{hline 26}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}
{com}. eststo justcity
{txt}
{com}. 
. estout altdv monthlag yearlag absol justcity using newtable2_3.tex, replace cells(b (star fmt(3)) se(par fmt(3))) stats(r2 N, labels(R^{c -(}2{c )-} "N")) label legend varlabels(_cons Constant) style(tex)
{res}{txt}(output written to {browse  `"newtable2_3.tex"'})

{com}. eststo clear
{txt}
{com}. 
. **appendix:
. 
. **summary stats:
. sum incumbentpercent incumbentpercentch newretiredef retired2 retired unemploymonthlycity unemployannualus unemploymonthlyus DIFFusmonthcitymonth unemployCITY1yearch2 incomepcpcity incomepcpus DIFFuspcpincomecitypcpincomerev DIFFushpicityhpi pcpincCITYch1yr hpiannualus hpiannualcity hpiCITY1yrch crimeviolcrimeratecity  crimeviolcrimerateus   violentcrimerateCITY1yr DIFFusviolcrimecitycrime crimemurderandnonmanslaugcity crimemurderandnonmanslaugus DIFFmurderuscity homiciderateCITY1yrch logCENSUS2000pop CENSUS2000hispanicpercent CENSUS2000blackpercent CENSUS2000bachdegplus CENSUS2000medhomevalue CENSUS1990medhhinc mayorcouncildum  demvs1988 mainmediamarket dailypaper2 incumbentpartyd investmayor wonws wonsb

{txt}    Variable {c |}       Obs        Mean    Std. Dev.       Min        Max
{hline 13}{c +}{hline 56}
incumbentp~t {c |}{res}       653    .6597289    .1853466   .1126553          1
{txt}incumbentp~h {c |}{res}       451    .0057193    .2129309  -.6048996   .7842381
{txt}newretiredef {c |}{res}      1260    .5690476    .4954061          0          1
{txt}{space 4}retired2 {c |}{res}       944    .2033898    .4027334          0          1
{txt}{space 5}retired {c |}{res}      1074    .2998138    .4583897          0          1
{txt}{hline 13}{c +}{hline 56}
unemploymo~y {c |}{res}      1231    6.527701    3.101723        1.5       24.5
{txt}unemployan~s {c |}{res}      1264    5.702532    1.341631       3.99        9.6
{txt}unemploymo~s {c |}{res}      1263    5.719002    1.395562        3.8       10.1
{txt}DIFFusmont~h {c |}{res}      1231   -.8021121    2.705411      -15.3        5.7
{txt}unemployCI~2 {c |}{res}       689    .0016357    .0129444      -.035        .07
{txt}{hline 13}{c +}{hline 56}
incomepcpc~y {c |}{res}       914    2.605719    1.098905     .00025     5.9439
{txt}{space 1}incomepcpus {c |}{res}      1264    2.956952    .6920442     1.6317      4.156
{txt}DIFFuspcpi~v {c |}{res}       914    .0941092    .6853263  -5.868701     3.7338
{txt}DIFFushpic~v {c |}{res}      1198    .0102369    .0189076    -.48149    .067665
{txt}pcpincCITY~r {c |}{res}       341    .1023982    .0990902     -.3335      .6006
{txt}{hline 13}{c +}{hline 56}
{space 1}hpiannualus {c |}{res}      1198      1.3897    .5835888   .0100675   2.225775
{txt}hpiannualc~y {c |}{res}      1264    .0240357    .0125182   .0001011     .07691
{txt}hpiCITY1yrch {c |}{res}       341    .0514162    .1505314  -.5706751   .5647998
{txt}crimeviolc~y {c |}{res}       874    .0919692    .0641644   .0000177      .3893
{txt}crimeviolc~s {c |}{res}      1252    .5640649    .1141161      .3863      .7582
{txt}{hline 13}{c +}{hline 56}
violentcri~h {c |}{res}       306   -.0098886    .1341297  -.6408001   .6177999
{txt}DIFFusviol~e {c |}{res}       874     -.43214    .5881209    -3.1524   .6301001
{txt}crimemurde~y {c |}{res}       837    .0012504     .001096          0     .00778
{txt}crimemurde~s {c |}{res}      1198    6.792654    1.617995        4.7        9.8
{txt}DIFFmurder~y {c |}{res}       837   -.0566918    .1057985      -.684       .098
{txt}{hline 13}{c +}{hline 56}
homicidera~h {c |}{res}       622   -.0003016    .0040575     -.0344      .0132
{txt}logCENSUS2~p {c |}{res}      1263    12.03208    1.069562    8.28778   15.89599
{txt}CEN~cpercent {c |}{res}      1263    .1851569    .1904597   .0036156   .9419537
{txt}CEN~kpercent {c |}{res}      1263    .2624915    .2095317   .0020192   .9758008
{txt}CENSUS2000~s {c |}{res}      1263    .1506954    .0705669   .0221462   .4052135
{txt}{hline 13}{c +}{hline 56}
CENSUS2000~e {c |}{res}      1263    11.28159    6.578617    .000597      39.64
{txt}CENSUS1990~c {c |}{res}      1249    27.74758    7.315095     12.627     56.307
{txt}mayorcounc~m {c |}{res}      1263    .4164687    .4931684          0          1
{txt}{space 3}demvs1988 {c |}{res}      1258     .456468    .1001651   .2613355       .857
{txt}mainmediam~t {c |}{res}      1214    .4184514    .4935083          0          1
{txt}{hline 13}{c +}{hline 56}
{space 1}dailypaper2 {c |}{res}       516    .8178295    .3863596          0          1
{txt}incumbentp~d {c |}{res}       559    .7245081     .447162          0          1
{txt}{space 1}investmayor {c |}{res}       482    .0705394    .2563199          0          1
{txt}{space 7}wonws {c |}{res}      1214    .0189456    .1363892          0          1
{txt}{space 7}wonsb {c |}{res}      1214    .0016474     .040572          0          1
{txt}
{com}. **Table 6 descriptive stats 
. sutex, minmax
%------- Begin LaTeX code -------%

\begin{table}[htbp]\centering \caption{Summary statistics \label{sumstat}}
\begin{tabular}{l c c c c c}\hline\hline
\multicolumn{1}{c}{\textbf{Variable}} & \textbf{Mean}
 & \textbf{Std. Dev.}& \textbf{Min.} &  \textbf{Max.} & \textbf{N}\\ \hline
citystabbryear &  &  &  &  & 0\\
incumbentpercent & 0.66 & 0.185 & 0.113 & 1 & 653\\
incumbentpercentlag & 0.661 & 0.186 & 0.113 & 1 & 520\\
lag & 1 & 0 & 1 & 1 & 178\\
cityinds & 1 & 0 & 1 & 1 & 341\\
city &  &  &  &  & 0\\
stabbr &  &  &  &  & 0\\
blscode &  &  &  &  & 0\\
incumbentparty &  &  &  &  & 0\\
presparty &  &  &  &  & 0\\
year & 1999.941 & 5.999 & 1987 & 2011 & 1264\\
samepartyaspres & 0.42 & 0.494 & 0 & 1 & 616\\
CENSUS2000pop & 317189.553 & 664385.089 & 3975 & 8008278 & 1263\\
winnername &  &  &  &  & 0\\
winnerparty &  &  &  &  & 0\\
incumbentwin & 0.573 & 0.495 & 0 & 1 & 1260\\
incumbentlose & 0.077 & 0.266 & 0 & 1 & 1239\\
use & 0.44 & 0.497 & 0 & 1 & 813\\
monicaadds & 1 & 0 & 1 & 1 & 115\\
incumbentpercentch & 0.006 & 0.213 & -0.605 & 0.784 & 451\\
losername &  &  &  &  & 0\\
DIFFusmonthcitymonth & -0.802 & 2.705 & -15.3 & 5.7 & 1231\\
DIFFusmonthcityyear & -0.969 & 2.797 & -15.5 & 5.8 & 1232\\
CENSUS2000medhhinc & 38.139 & 9.988 & 20.542 & 78.722 & 1263\\
logCENSUS2000pop & 12.032 & 1.07 & 8.288 & 15.896 & 1263\\
CENSUS2000blackpercent & 0.262 & 0.21 & 0.002 & 0.976 & 1263\\
CENSUS2000hispanicpercent & 0.185 & 0.19 & 0.004 & 0.942 & 1263\\
CENSUS2000bachdegplus & 0.151 & 0.071 & 0.022 & 0.405 & 1263\\
CENSUS2000medhomevalue & 11.282 & 6.579 & 0.001 & 39.64 & 1263\\
CENSUS1990medhhinc & 27.748 & 7.315 & 12.627 & 56.307 & 1249\\
mayorcouncildum & 0.416 & 0.493 & 0 & 1 & 1263\\
councilmanagerdum & 0.632 & 0.482 & 0 & 1 & 1263\\
wonws & 0.019 & 0.136 & 0 & 1 & 1214\\
wonsb & 0.002 & 0.041 & 0 & 1 & 1214\\
wonncaa & 0 & 0 & 0 & 0 & 1214\\
investmayor3 & 0.117 & 0.391 & 0 & 2 & 494\\
DIFFuspropcrimecitypropcrime & -2.612 & 2.276 & -10.112 & 2 & 879\\
DIFFusviolcrimecitycrime & -0.432 & 0.588 & -3.152 & 0.63 & 874\\
DIFFushpicityhpirev & 0.01 & 0.019 & -0.481 & 0.068 & 1198\\
DIFFuspcpincomecitypcpincomerev & 0.094 & 0.685 & -5.869 & 3.734 & 914\\
unemployannualus & 5.703 & 1.342 & 3.99 & 9.6 & 1264\\
unemploymonthlyus & 5.719 & 1.396 & 3.8 & 10.1 & 1263\\
partyonballoticma1986 & 0.862 & 0.345 & 0 & 1 & 987\\
mainmediamarket & 0.418 & 0.494 & 0 & 1 & 1214\\
incomepcpcity & 2.606 & 1.099 & 0 & 5.944 & 914\\
hpiannualcity & 0.024 & 0.013 & 0 & 0.077 & 1264\\
incomepcpus & 2.957 & 0.692 & 1.632 & 4.156 & 1264\\
hpiannualus & 1.39 & 0.584 & 0.01 & 2.226 & 1198\\
DIFFusyearcityyear & -1.031 & 2.814 & -15.67 & 5 & 1163\\
unemployannualcity & 6.696 & 3.162 & 1.5 & 24.9 & 1233\\
unemploymonthlycity & 6.528 & 3.102 & 1.5 & 24.5 & 1231\\
demvs1988 & 0.456 & 0.1 & 0.261 & 0.857 & 1258\\
winnerrace &  &  &  &  & 0\\
retirenotes &  &  &  &  & 0\\
winnerpercent & 0.652 & 0.168 & 0.167 & 1.002 & 873\\
loserparty &  &  &  &  & 0\\
loserpercent & 0.327 & 0.132 & 0 & 1 & 794\\
totalvotes & 48376.572 & 124060.445 & 0 & 1899677 & 1239\\
winnervotes & 35835.462 & 73295.47 & 3 & 930236 & 1005\\
loservotes & 23237.204 & 61769.88 & 0 & 876869 & 914\\
crimeviolcrimerateus & 0.564 & 0.114 & 0.386 & 0.758 & 1252\\
crimeviolcrimeratecity & 0.092 & 0.064 & 0 & 0.389 & 874\\
crimepropcrimerateus & 3.787 & 1.094 & 0.003 & 5.14 & 1252\\
crimepropcrimeratecity & 6202.117 & 2376.201 & 1317.5 & 15023 & 879\\
investmayorstaff & 0.098 & 0.298 & 0 & 1 & 427\\
CENSUSlogirishper2000 & 1.586 & 0.749 & -2.394 & 2.794 & 1263\\
CENSUSlogitalianper2000 & 0.957 & 0.861 & -3.735 & 2.99 & 1263\\
month &  &  &  &  & 0\\
whyretire & 2.708 & 2.243 & 1 & 7 & 322\\
countyname &  &  &  &  & 0\\
demincumb & 0.66 & 0.474 & 0 & 1 & 614\\
dempresparty & 0.429 & 0.495 & 0 & 1 & 1208\\
fips\_pla & 47491.162 & 21381.72 & 1000 & 88000 & 99\\
geo\_id2 & 2506077.02 & 1859726.707 & 121184 & 5553000 & 99\\
dailypaper & 0.848 & 0.36 & 0 & 1 & 99\\
dailypaperpanel & 0.814 & 0.389 & 0 & 1 & 1217\\
mon & 7.66 & 3.173 & 2 & 11 & 50\\
incumbentlossprimary & 0.018 & 0.135 & 0 & 1 & 55\\
incid & 24665.6 & 5629.131 & 14460 & 41180 & 50\\
monica2 & 1 & 0 & 1 & 1 & 50\\
monica3 & 1 & 0 & 1 & 1 & 6\\
CENSUS2000blackpercent2 & 1.495 & 0.5 & 1 & 2 & 1263\\
demvs19882 & 1.496 & 0.5 & 1 & 2 & 1258\\
CENSUS2000pop2 & 1.492 & 0.5 & 1 & 2 & 1263\\
CENSUS2000medhhinc2 & 1.497 & 0.5 & 1 & 2 & 1263\\
DIFFusmonthcitymonthX2 & 1.494 & 0.5 & 1 & 2 & 1231\\
yeard1 & 0.001 & 0.028 & 0 & 1 & 1264\\
yeard2 & 0.001 & 0.028 & 0 & 1 & 1264\\
yeard3 & 0.023 & 0.15 & 0 & 1 & 1264\\
yeard4 & 0.028 & 0.164 & 0 & 1 & 1264\\
yeard5 & 0.055 & 0.229 & 0 & 1 & 1264\\
yeard6 & 0.031 & 0.173 & 0 & 1 & 1264\\
yeard7 & 0.05 & 0.218 & 0 & 1 & 1264\\
yeard8 & 0.037 & 0.189 & 0 & 1 & 1264\\
yeard9 & 0.058 & 0.233 & 0 & 1 & 1264\\
yeard10 & 0.033 & 0.179 & 0 & 1 & 1264\\
yeard11 & 0.059 & 0.236 & 0 & 1 & 1264\\
yeard12 & 0.037 & 0.189 & 0 & 1 & 1264\\
yeard13 & 0.059 & 0.235 & 0 & 1 & 1264\\
yeard14 & 0.039 & 0.193 & 0 & 1 & 1264\\
yeard15 & 0.061 & 0.239 & 0 & 1 & 1264\\
yeard16 & 0.042 & 0.201 & 0 & 1 & 1264\\
yeard17 & 0.063 & 0.244 & 0 & 1 & 1264\\
yeard18 & 0.046 & 0.209 & 0 & 1 & 1264\\
yeard19 & 0.061 & 0.239 & 0 & 1 & 1264\\
yeard20 & 0.047 & 0.213 & 0 & 1 & 1264\\
yeard21 & 0.06 & 0.238 & 0 & 1 & 1264\\
yeard22 & 0.032 & 0.175 & 0 & 1 & 1264\\
yeard23 & 0.037 & 0.189 & 0 & 1 & 1264\\
yeard24 & 0.02 & 0.139 & 0 & 1 & 1264\\
yeard25 & 0.021 & 0.142 & 0 & 1 & 1264\\
unemploquin1 & 0.201 & 0.401 & 0 & 1 & 1231\\
unemploquin2 & 0.206 & 0.405 & 0 & 1 & 1231\\
unemploquin3 & 0.193 & 0.395 & 0 & 1 & 1231\\
unemploquin4 & 0.201 & 0.401 & 0 & 1 & 1231\\
unemploquin5 & 0.199 & 0.399 & 0 & 1 & 1231\\
cityid & 117.176 & 66.904 & 1 & 234 & 1264\\
xblack & 0.009 & 0.005 & -0.007 & 0.026 & 1264\\
xblack2 & 0.019 & 0.011 & -0.019 & 0.056 & 1264\\
x1\_xblack & 0.222 & 0.415 & 0 & 1 & 1264\\
xcity & 0.009 & 0.011 & -0.036 & 0.054 & 1264\\
xcity2 & 0.012 & 0.005 & -0.006 & 0.028 & 1264\\
x1\_xcity & 0.384 & 0.487 & 0 & 1 & 1264\\
xinc & 0.024 & 0.009 & -0.012 & 0.057 & 1264\\
xinc2 & 0.001 & 0.005 & -0.014 & 0.019 & 1264\\
x1\_xinc & 0.986 & 0.119 & 0 & 1 & 1264\\
xfil & 0.018 & 0.003 & 0.008 & 0.027 & 1264\\
xfil2 & 0.007 & 0.022 & -0.062 & 0.077 & 1264\\
x1\_xfil & 0.681 & 0.466 & 0 & 1 & 1264\\
xmedia & 0.003 & 0.006 & -0.015 & 0.022 & 1264\\
xmedia2 & 0.022 & 0.007 & -0.001 & 0.043 & 1264\\
x1\_xmedia & 0.02 & 0.139 & 0 & 1 & 1264\\
xpaper & -0.007 & 0.024 & -0.089 & 0.071 & 1264\\
xpaper2 & 0.01 & 0.005 & -0.007 & 0.028 & 1264\\
x1\_xpaper & 0.234 & 0.424 & 0 & 1 & 1264\\
xball & 0.026 & 0.032 & -0.073 & 0.132 & 1264\\
xball2 & 0.01 & 0.005 & -0.01 & 0.031 & 1264\\
x1\_xball & 0.67 & 0.47 & 0 & 1 & 1264\\
xincum & 0.017 & 0.007 & -0.007 & 0.041 & 1264\\
xincum2 & 0.016 & 0.008 & -0.009 & 0.041 & 1264\\
x1\_xincum & 0.544 & 0.498 & 0 & 1 & 1264\\
DIFFusmonthcitymonth51 & 0.201 & 0.401 & 0 & 1 & 1231\\
DIFFusmonthcitymonth52 & 0.206 & 0.405 & 0 & 1 & 1231\\
DIFFusmonthcitymonth53 & 0.193 & 0.395 & 0 & 1 & 1231\\
DIFFusmonthcitymonth54 & 0.201 & 0.401 & 0 & 1 & 1231\\
DIFFusmonthcitymonth55 & 0.199 & 0.399 & 0 & 1 & 1231\\
effectsize & 0.028 & 0.026 & 0 & 0.078 & 1231\\
unemploquart41 & 0.251 & 0.434 & 0 & 1 & 1231\\
unemploquart42 & 0.255 & 0.436 & 0 & 1 & 1231\\
unemploquart43 & 0.262 & 0.44 & 0 & 1 & 1231\\
unemploquart44 & 0.232 & 0.422 & 0 & 1 & 1231\\
where & 0.3 & 0 & 0.3 & 0.3 & 1264\\
pipe &  &  &  &  & 0\\
diffcrmarg & -0.427 & 0.624 & -3 & 1 & 874\\
pvcrime & 0.616 & 0.182 & 0.423 & 1.724 & 424\\
whereviol & 0.4 & 0 & 0.4 & 0.4 & 1264\\
diffcrpropmarg & -2.605 & 2.297 & -10 & 2 & 879\\
whereprop & 0.4 & 0 & 0.4 & 0.4 & 1264\\
countun & 155.547 & 79.282 & 1 & 243 & 1264\\
countviolcrime & 419.609 & 134.59 & 3 & 549 & 1264\\
countpropcrime & 192.544 & 131.323 & 4 & 385 & 1264\\
cityd1 & 0.001 & 0.028 & 0 & 1 & 1264\\
cityd2 & 0.001 & 0.028 & 0 & 1 & 1264\\
cityd3 & 0.006 & 0.079 & 0 & 1 & 1264\\
cityd4 & 0.002 & 0.04 & 0 & 1 & 1264\\
cityd5 & 0.004 & 0.063 & 0 & 1 & 1264\\
cityd6 & 0.008 & 0.089 & 0 & 1 & 1264\\
cityd7 & 0.001 & 0.028 & 0 & 1 & 1264\\
cityd8 & 0.002 & 0.049 & 0 & 1 & 1264\\
cityd9 & 0.004 & 0.063 & 0 & 1 & 1264\\
cityd10 & 0.005 & 0.069 & 0 & 1 & 1264\\
cityd11 & 0.001 & 0.028 & 0 & 1 & 1264\\
cityd12 & 0.004 & 0.063 & 0 & 1 & 1264\\
cityd13 & 0.001 & 0.028 & 0 & 1 & 1264\\
cityd14 & 0.004 & 0.063 & 0 & 1 & 1264\\
cityd15 & 0.005 & 0.069 & 0 & 1 & 1264\\
cityd16 & 0.008 & 0.089 & 0 & 1 & 1264\\
cityd17 & 0.001 & 0.028 & 0 & 1 & 1264\\
cityd18 & 0.006 & 0.079 & 0 & 1 & 1264\\
cityd19 & 0.004 & 0.063 & 0 & 1 & 1264\\
cityd20 & 0.004 & 0.063 & 0 & 1 & 1264\\
cityd21 & 0.001 & 0.028 & 0 & 1 & 1264\\
cityd22 & 0.004 & 0.063 & 0 & 1 & 1264\\
cityd23 & 0.004 & 0.063 & 0 & 1 & 1264\\
cityd24 & 0.006 & 0.074 & 0 & 1 & 1264\\
cityd25 & 0.006 & 0.079 & 0 & 1 & 1264\\
cityd26 & 0.005 & 0.069 & 0 & 1 & 1264\\
cityd27 & 0.005 & 0.069 & 0 & 1 & 1264\\
cityd28 & 0.004 & 0.063 & 0 & 1 & 1264\\
cityd29 & 0.004 & 0.063 & 0 & 1 & 1264\\
cityd30 & 0.004 & 0.063 & 0 & 1 & 1264\\
cityd31 & 0.004 & 0.063 & 0 & 1 & 1264\\
cityd32 & 0.006 & 0.079 & 0 & 1 & 1264\\
cityd33 & 0.005 & 0.069 & 0 & 1 & 1264\\
cityd34 & 0.002 & 0.049 & 0 & 1 & 1264\\
cityd35 & 0.004 & 0.063 & 0 & 1 & 1264\\
cityd36 & 0.003 & 0.056 & 0 & 1 & 1264\\
cityd37 & 0.004 & 0.063 & 0 & 1 & 1264\\
cityd38 & 0.006 & 0.074 & 0 & 1 & 1264\\
cityd39 & 0.005 & 0.069 & 0 & 1 & 1264\\
cityd40 & 0.002 & 0.049 & 0 & 1 & 1264\\
cityd41 & 0.009 & 0.097 & 0 & 1 & 1264\\
cityd42 & 0.009 & 0.093 & 0 & 1 & 1264\\
cityd43 & 0.004 & 0.063 & 0 & 1 & 1264\\
cityd44 & 0.006 & 0.074 & 0 & 1 & 1264\\
cityd45 & 0.001 & 0.028 & 0 & 1 & 1264\\
cityd46 & 0.006 & 0.074 & 0 & 1 & 1264\\
cityd47 & 0.007 & 0.084 & 0 & 1 & 1264\\
cityd48 & 0.003 & 0.056 & 0 & 1 & 1264\\
cityd49 & 0.009 & 0.097 & 0 & 1 & 1264\\
cityd50 & 0.006 & 0.079 & 0 & 1 & 1264\\
cityd51 & 0.005 & 0.069 & 0 & 1 & 1264\\
cityd52 & 0.004 & 0.063 & 0 & 1 & 1264\\
cityd53 & 0.006 & 0.074 & 0 & 1 & 1264\\
cityd54 & 0.003 & 0.056 & 0 & 1 & 1264\\
cityd55 & 0.005 & 0.069 & 0 & 1 & 1264\\
cityd56 & 0.009 & 0.093 & 0 & 1 & 1264\\
cityd57 & 0.004 & 0.063 & 0 & 1 & 1264\\
cityd58 & 0.005 & 0.069 & 0 & 1 & 1264\\
cityd59 & 0.004 & 0.063 & 0 & 1 & 1264\\
cityd60 & 0.002 & 0.04 & 0 & 1 & 1264\\
cityd61 & 0.009 & 0.093 & 0 & 1 & 1264\\
cityd62 & 0.004 & 0.063 & 0 & 1 & 1264\\
cityd63 & 0.004 & 0.063 & 0 & 1 & 1264\\
cityd64 & 0.003 & 0.056 & 0 & 1 & 1264\\
cityd65 & 0.006 & 0.079 & 0 & 1 & 1264\\
cityd66 & 0.002 & 0.04 & 0 & 1 & 1264\\
cityd67 & 0.004 & 0.063 & 0 & 1 & 1264\\
cityd68 & 0.006 & 0.074 & 0 & 1 & 1264\\
cityd69 & 0.005 & 0.069 & 0 & 1 & 1264\\
cityd70 & 0.008 & 0.089 & 0 & 1 & 1264\\
cityd71 & 0.001 & 0.028 & 0 & 1 & 1264\\
cityd72 & 0.008 & 0.089 & 0 & 1 & 1264\\
cityd73 & 0.003 & 0.056 & 0 & 1 & 1264\\
cityd74 & 0.006 & 0.074 & 0 & 1 & 1264\\
cityd75 & 0.004 & 0.063 & 0 & 1 & 1264\\
cityd76 & 0.008 & 0.089 & 0 & 1 & 1264\\
cityd77 & 0.004 & 0.063 & 0 & 1 & 1264\\
cityd78 & 0.002 & 0.049 & 0 & 1 & 1264\\
cityd79 & 0.003 & 0.056 & 0 & 1 & 1264\\
cityd80 & 0.002 & 0.049 & 0 & 1 & 1264\\
cityd81 & 0.005 & 0.069 & 0 & 1 & 1264\\
cityd82 & 0.005 & 0.069 & 0 & 1 & 1264\\
cityd83 & 0.003 & 0.056 & 0 & 1 & 1264\\
cityd84 & 0.004 & 0.063 & 0 & 1 & 1264\\
cityd85 & 0.009 & 0.097 & 0 & 1 & 1264\\
cityd86 & 0.004 & 0.063 & 0 & 1 & 1264\\
cityd87 & 0.005 & 0.069 & 0 & 1 & 1264\\
cityd88 & 0.004 & 0.063 & 0 & 1 & 1264\\
cityd89 & 0.004 & 0.063 & 0 & 1 & 1264\\
cityd90 & 0.009 & 0.093 & 0 & 1 & 1264\\
cityd91 & 0.007 & 0.084 & 0 & 1 & 1264\\
cityd92 & 0.004 & 0.063 & 0 & 1 & 1264\\
cityd93 & 0.005 & 0.069 & 0 & 1 & 1264\\
cityd94 & 0.006 & 0.074 & 0 & 1 & 1264\\
cityd95 & 0.002 & 0.04 & 0 & 1 & 1264\\
cityd96 & 0.002 & 0.04 & 0 & 1 & 1264\\
cityd97 & 0.005 & 0.069 & 0 & 1 & 1264\\
cityd98 & 0.005 & 0.069 & 0 & 1 & 1264\\
cityd99 & 0.002 & 0.04 & 0 & 1 & 1264\\
cityd100 & 0.005 & 0.069 & 0 & 1 & 1264\\
cityd101 & 0.002 & 0.04 & 0 & 1 & 1264\\
cityd102 & 0.004 & 0.063 & 0 & 1 & 1264\\
cityd103 & 0.006 & 0.074 & 0 & 1 & 1264\\
cityd104 & 0.005 & 0.069 & 0 & 1 & 1264\\
cityd105 & 0.002 & 0.04 & 0 & 1 & 1264\\
cityd106 & 0.005 & 0.069 & 0 & 1 & 1264\\
cityd107 & 0.005 & 0.069 & 0 & 1 & 1264\\
cityd108 & 0.005 & 0.069 & 0 & 1 & 1264\\
cityd109 & 0.004 & 0.063 & 0 & 1 & 1264\\
cityd110 & 0.005 & 0.069 & 0 & 1 & 1264\\
cityd111 & 0.004 & 0.063 & 0 & 1 & 1264\\
cityd112 & 0.004 & 0.063 & 0 & 1 & 1264\\
cityd113 & 0.009 & 0.093 & 0 & 1 & 1264\\
cityd114 & 0.002 & 0.04 & 0 & 1 & 1264\\
cityd115 & 0.002 & 0.049 & 0 & 1 & 1264\\
cityd116 & 0.004 & 0.063 & 0 & 1 & 1264\\
cityd117 & 0.005 & 0.069 & 0 & 1 & 1264\\
cityd118 & 0.004 & 0.063 & 0 & 1 & 1264\\
cityd119 & 0.004 & 0.063 & 0 & 1 & 1264\\
cityd120 & 0.002 & 0.04 & 0 & 1 & 1264\\
cityd121 & 0.004 & 0.063 & 0 & 1 & 1264\\
cityd122 & 0.005 & 0.069 & 0 & 1 & 1264\\
cityd123 & 0.005 & 0.069 & 0 & 1 & 1264\\
cityd124 & 0.005 & 0.069 & 0 & 1 & 1264\\
cityd125 & 0.003 & 0.056 & 0 & 1 & 1264\\
cityd126 & 0.004 & 0.063 & 0 & 1 & 1264\\
cityd127 & 0.003 & 0.056 & 0 & 1 & 1264\\
cityd128 & 0.005 & 0.069 & 0 & 1 & 1264\\
cityd129 & 0.002 & 0.049 & 0 & 1 & 1264\\
cityd130 & 0.004 & 0.063 & 0 & 1 & 1264\\
cityd131 & 0.004 & 0.063 & 0 & 1 & 1264\\
cityd132 & 0.008 & 0.089 & 0 & 1 & 1264\\
cityd133 & 0.001 & 0.028 & 0 & 1 & 1264\\
cityd134 & 0.004 & 0.063 & 0 & 1 & 1264\\
cityd135 & 0.005 & 0.069 & 0 & 1 & 1264\\
cityd136 & 0.004 & 0.063 & 0 & 1 & 1264\\
cityd137 & 0.004 & 0.063 & 0 & 1 & 1264\\
cityd138 & 0.002 & 0.04 & 0 & 1 & 1264\\
cityd139 & 0.006 & 0.079 & 0 & 1 & 1264\\
cityd140 & 0.004 & 0.063 & 0 & 1 & 1264\\
cityd141 & 0.003 & 0.056 & 0 & 1 & 1264\\
cityd142 & 0.004 & 0.063 & 0 & 1 & 1264\\
cityd143 & 0.009 & 0.093 & 0 & 1 & 1264\\
cityd144 & 0.003 & 0.056 & 0 & 1 & 1264\\
cityd145 & 0.006 & 0.079 & 0 & 1 & 1264\\
cityd146 & 0.005 & 0.069 & 0 & 1 & 1264\\
cityd147 & 0.006 & 0.074 & 0 & 1 & 1264\\
cityd148 & 0.005 & 0.069 & 0 & 1 & 1264\\
cityd149 & 0.003 & 0.056 & 0 & 1 & 1264\\
cityd150 & 0.008 & 0.089 & 0 & 1 & 1264\\
cityd151 & 0.005 & 0.069 & 0 & 1 & 1264\\
cityd152 & 0.002 & 0.049 & 0 & 1 & 1264\\
cityd153 & 0.002 & 0.049 & 0 & 1 & 1264\\
cityd154 & 0.005 & 0.069 & 0 & 1 & 1264\\
cityd155 & 0.001 & 0.028 & 0 & 1 & 1264\\
cityd156 & 0.003 & 0.056 & 0 & 1 & 1264\\
cityd157 & 0.001 & 0.028 & 0 & 1 & 1264\\
cityd158 & 0.002 & 0.04 & 0 & 1 & 1264\\
cityd159 & 0.004 & 0.063 & 0 & 1 & 1264\\
cityd160 & 0.006 & 0.074 & 0 & 1 & 1264\\
cityd161 & 0.004 & 0.063 & 0 & 1 & 1264\\
cityd162 & 0.005 & 0.069 & 0 & 1 & 1264\\
cityd163 & 0.002 & 0.049 & 0 & 1 & 1264\\
cityd164 & 0.007 & 0.084 & 0 & 1 & 1264\\
cityd165 & 0.004 & 0.063 & 0 & 1 & 1264\\
cityd166 & 0.002 & 0.04 & 0 & 1 & 1264\\
cityd167 & 0.009 & 0.093 & 0 & 1 & 1264\\
cityd168 & 0.003 & 0.056 & 0 & 1 & 1264\\
cityd169 & 0.004 & 0.063 & 0 & 1 & 1264\\
cityd170 & 0.002 & 0.04 & 0 & 1 & 1264\\
cityd171 & 0.003 & 0.056 & 0 & 1 & 1264\\
cityd172 & 0.008 & 0.089 & 0 & 1 & 1264\\
cityd173 & 0.003 & 0.056 & 0 & 1 & 1264\\
cityd174 & 0.005 & 0.069 & 0 & 1 & 1264\\
cityd175 & 0.005 & 0.069 & 0 & 1 & 1264\\
cityd176 & 0.007 & 0.084 & 0 & 1 & 1264\\
cityd177 & 0.004 & 0.063 & 0 & 1 & 1264\\
cityd178 & 0.002 & 0.04 & 0 & 1 & 1264\\
cityd179 & 0.004 & 0.063 & 0 & 1 & 1264\\
cityd180 & 0.002 & 0.04 & 0 & 1 & 1264\\
cityd181 & 0.004 & 0.063 & 0 & 1 & 1264\\
cityd182 & 0.002 & 0.049 & 0 & 1 & 1264\\
cityd183 & 0.004 & 0.063 & 0 & 1 & 1264\\
cityd184 & 0.007 & 0.084 & 0 & 1 & 1264\\
cityd185 & 0.009 & 0.093 & 0 & 1 & 1264\\
cityd186 & 0.006 & 0.079 & 0 & 1 & 1264\\
cityd187 & 0.005 & 0.069 & 0 & 1 & 1264\\
cityd188 & 0.006 & 0.079 & 0 & 1 & 1264\\
cityd189 & 0.006 & 0.074 & 0 & 1 & 1264\\
cityd190 & 0.005 & 0.069 & 0 & 1 & 1264\\
cityd191 & 0.004 & 0.063 & 0 & 1 & 1264\\
cityd192 & 0.005 & 0.069 & 0 & 1 & 1264\\
cityd193 & 0.002 & 0.04 & 0 & 1 & 1264\\
cityd194 & 0.008 & 0.089 & 0 & 1 & 1264\\
cityd195 & 0.004 & 0.063 & 0 & 1 & 1264\\
cityd196 & 0.004 & 0.063 & 0 & 1 & 1264\\
cityd197 & 0.006 & 0.079 & 0 & 1 & 1264\\
cityd198 & 0.004 & 0.063 & 0 & 1 & 1264\\
cityd199 & 0.005 & 0.069 & 0 & 1 & 1264\\
cityd200 & 0.002 & 0.04 & 0 & 1 & 1264\\
cityd201 & 0.001 & 0.028 & 0 & 1 & 1264\\
cityd202 & 0.006 & 0.074 & 0 & 1 & 1264\\
cityd203 & 0.005 & 0.069 & 0 & 1 & 1264\\
cityd204 & 0.004 & 0.063 & 0 & 1 & 1264\\
cityd205 & 0.003 & 0.056 & 0 & 1 & 1264\\
cityd206 & 0.004 & 0.063 & 0 & 1 & 1264\\
cityd207 & 0.001 & 0.028 & 0 & 1 & 1264\\
cityd208 & 0.002 & 0.04 & 0 & 1 & 1264\\
cityd209 & 0.005 & 0.069 & 0 & 1 & 1264\\
cityd210 & 0.003 & 0.056 & 0 & 1 & 1264\\
cityd211 & 0.004 & 0.063 & 0 & 1 & 1264\\
cityd212 & 0.007 & 0.084 & 0 & 1 & 1264\\
cityd213 & 0.002 & 0.049 & 0 & 1 & 1264\\
cityd214 & 0.004 & 0.063 & 0 & 1 & 1264\\
cityd215 & 0.004 & 0.063 & 0 & 1 & 1264\\
cityd216 & 0.004 & 0.063 & 0 & 1 & 1264\\
cityd217 & 0.004 & 0.063 & 0 & 1 & 1264\\
cityd218 & 0.003 & 0.056 & 0 & 1 & 1264\\
cityd219 & 0.006 & 0.079 & 0 & 1 & 1264\\
cityd220 & 0.002 & 0.04 & 0 & 1 & 1264\\
cityd221 & 0.004 & 0.063 & 0 & 1 & 1264\\
cityd222 & 0.007 & 0.084 & 0 & 1 & 1264\\
cityd223 & 0.004 & 0.063 & 0 & 1 & 1264\\
cityd224 & 0.004 & 0.063 & 0 & 1 & 1264\\
cityd225 & 0.002 & 0.04 & 0 & 1 & 1264\\
cityd226 & 0.003 & 0.056 & 0 & 1 & 1264\\
cityd227 & 0.006 & 0.074 & 0 & 1 & 1264\\
cityd228 & 0.003 & 0.056 & 0 & 1 & 1264\\
cityd229 & 0.008 & 0.089 & 0 & 1 & 1264\\
cityd230 & 0.005 & 0.069 & 0 & 1 & 1264\\
cityd231 & 0.003 & 0.056 & 0 & 1 & 1264\\
cityd232 & 0.009 & 0.097 & 0 & 1 & 1264\\
cityd233 & 0.004 & 0.063 & 0 & 1 & 1264\\
cityd234 & 0.003 & 0.056 & 0 & 1 & 1264\\
use3 & 1 & 0 & 1 & 1 & 360\\
retired & 0.3 & 0.458 & 0 & 1 & 1074\\
retireset & 1 & 0 & 1 & 1 & 1064\\
retired2 & 0.203 & 0.403 & 0 & 1 & 944\\
retire3 & 1 & 0 & 1 & 1 & 97\\
limitedretire & 0.679 & 0.468 & 0 & 1 & 302\\
incumbentrunnerparty &  &  &  &  & 0\\
retireparty &  &  &  &  & 0\\
try & 0.721 & 0.449 & 0 & 1 & 1264\\
loserrace &  &  &  &  & 0\\
loserraced1 & 0.017 & 0.13 & 0 & 1 & 581\\
loserraced2 & 0.215 & 0.411 & 0 & 1 & 581\\
loserraced3 & 0.074 & 0.262 & 0 & 1 & 581\\
loserraced4 & 0.694 & 0.461 & 0 & 1 & 581\\
retirepartyd1 & 0.617 & 0.486 & 0 & 1 & 732\\
retirepartyd2 & 0.001 & 0.037 & 0 & 1 & 732\\
retirepartyd3 & 0.036 & 0.185 & 0 & 1 & 732\\
retirepartyd4 & 0.005 & 0.074 & 0 & 1 & 732\\
retirepartyd5 & 0.005 & 0.074 & 0 & 1 & 732\\
retirepartyd6 & 0.052 & 0.222 & 0 & 1 & 732\\
retirepartyd7 & 0.008 & 0.09 & 0 & 1 & 732\\
retirepartyd8 & 0.275 & 0.447 & 0 & 1 & 732\\
victories & 2.46 & 1.518 & 1 & 8 & 1264\\
retirerace &  &  &  &  & 0\\
retireraced1 & 0.012 & 0.109 & 0 & 1 & 827\\
retireraced2 & 0.201 & 0.401 & 0 & 1 & 827\\
retireraced3 & 0.06 & 0.238 & 0 & 1 & 827\\
retireraced4 & 0.727 & 0.446 & 0 & 1 & 827\\
retireracewhite & 0.727 & 0.446 & 0 & 1 & 827\\
retirepartyd & 0.617 & 0.486 & 0 & 1 & 732\\
effectlb & -0.022 & 0.022 & -0.036 & 0.016 & 984\\
effectub & 0.092 & 0.028 & 0.069 & 0.14 & 984\\
unest & 0.587 & 0.023 & 0.555 & 0.62 & 1231\\
unlb & 0.564 & 0.026 & 0.521 & 0.591 & 1231\\
ubub & 0.61 & 0.022 & 0.589 & 0.648 & 1231\\
estviol & 0.589 & 0.021 & 0.541 & 0.676 & 874\\
lbviol & 0.562 & 0.017 & 0.482 & 0.584 & 874\\
ubviol & 0.615 & 0.028 & 0.598 & 0.773 & 874\\
pvpropcrime & 0.604 & 0.113 & 0.444 & 1.294 & 427\\
estprop & 0.588 & 0.022 & 0.556 & 0.649 & 456\\
lbprop & 0.557 & 0.029 & 0.502 & 0.582 & 456\\
ubprop & 0.619 & 0.024 & 0.604 & 0.728 & 456\\
novelection & 0.536 & 0.499 & 0 & 1 & 1264\\
termlimit & 0.714 & 0.452 & 0 & 1 & 1264\\
evenyear & 0.392 & 0.488 & 0 & 1 & 1264\\
mayorhasbudgetaut & 0.676 & 0.468 & 0 & 1 & 513\\
localandnovelec & 0.194 & 0.395 & 0 & 1 & 1264\\
councilselection & 2.106 & 0.857 & 1 & 3 & 527\\
atlarge & 0.319 & 0.466 & 0 & 1 & 527\\
bywardordist & 0.256 & 0.437 & 0 & 1 & 527\\
mixorlargeandward & 0.425 & 0.495 & 0 & 1 & 527\\
atlargeorward & 0.575 & 0.495 & 0 & 1 & 527\\
partisan2 & 0.163 & 0.37 & 0 & 1 & 827\\
partyballot2 & 0.307 & 0.462 & 0 & 1 & 655\\
diffwinnerandloser & 29.758 & 24.798 & 0 & 100 & 790\\
cityindsi & 1 & 0 & 1 & 1 & 330\\
wonws2 & 0.018 & 0.134 & 0 & 1 & 1255\\
wonsb2 & 0.002 & 0.04 & 0 & 1 & 1255\\
wonncaa2 & 0 & 0 & 0 & 0 & 1255\\
wonany & 0.02 & 0.139 & 0 & 1 & 1264\\
election & 1 & 0 & 1 & 1 & 340\\
electionspercityinds & 1.829 & 1.995 & 0 & 7 & 1264\\
crimemurderandnonmanslaugcity & 0.001 & 0.001 & 0 & 0.008 & 837\\
crimeaggassaultratecity & 551.271 & 365.524 & 26.8 & 2306.9 & 836\\
crimemurderandnonmanslaugus & 6.793 & 1.618 & 4.7 & 9.800 & 1198\\
crimeaggassaultus & 347.698 & 60.42 & 242.3 & 441.9 & 1198\\
DIFFmurderuscity & -0.057 & 0.106 & -0.684 & 0.098 & 837\\
DIFFassaultuscity & -2.017 & 3.523 & -18.735 & 3.709 & 836\\
incumbperc2 & 0.701 & 0.166 & 0.167 & 1 & 554\\
m & 0.319 & 0.269 & -0.002 & 1 & 486\\
wonwsorsb & 0.02 & 0.139 & 0 & 1 & 1264\\
count & 1 & 0 & 1 & 1 & 1264\\
DIFFusmonthcitymonth5 & 2.991 & 1.417 & 1 & 5 & 1231\\
countDIFF & 240.737 & 34.398 & 33 & 254 & 1264\\
unemploquin & 2.991 & 1.417 & 1 & 5 & 1231\\
estn & 0.033 & 0.031 & 0 & 0.091 & 1231\\
lbn & -0.013 & 0.028 & -0.032 & 0.036 & 984\\
ubn & 0.096 & 0.03 & 0.07 & 0.146 & 984\\
lineardiff & 0.575 & 0.062 & 0.337 & 0.741 & 1211\\
lineardiff2 & 0.577 & 0.054 & 0.361 & 0.709 & 1211\\
lineardiff3 & 0.578 & 0.054 & 0.356 & 0.713 & 1211\\
lineardiff4 & 0.577 & 0.054 & 0.358 & 0.714 & 1211\\
lineardiff5 & 0.577 & 0.054 & 0.358 & 0.714 & 1211\\
ld2 & 0.025 & 0.062 & -0.213 & 0.191 & 1211\\
difftest2 & -0.757 & 2.713 & -15 & 6 & 1231\\
pv & 0.577 & 0.061 & 0.351 & 0.734 & 1211\\
t & -201.657 & 352.295 & -1873.5 & 370.9 & 836\\
investmayor & 0.071 & 0.256 & 0 & 1 & 482\\
investmayor2 & 0.093 & 0.291 & 0 & 1 & 494\\
lessthan1sd & 1 & 0 & 1 & 1 & 18\\
take2 & 1 & 0 & 1 & 1 & 18\\
dailypaper2 & 0.818 & 0.386 & 0 & 1 & 516\\
homociderateCITY & 0.011 & 0.01 & 0 & 0.069 & 630\\
homiciderateCITY1yrch & 0 & 0.004 & -0.034 & 0.013 & 622\\
newretiredef & 0.569 & 0.495 & 0 & 1 & 1260\\
unemployCITY1yearch2 & 0.002 & 0.013 & -0.035 & 0.07 & 689\\
hpiCITY1yrch & 0.051 & 0.151 & -0.571 & 0.565 & 341\\
pcpincCITYch1yr & 0.102 & 0.099 & -0.333 & 0.601 & 341\\
violentcrimerateCITY1yrch & -0.01 & 0.134 & -0.641 & 0.618 & 306\\
pvdiff & 0.578 & 0.055 & 0.347 & 0.73 & 1211\\
est & 0.588 & 0.029 & 0.438 & 0.659 & 1231\\
margin & 0.589 & 0.022 & 0.471 & 0.645 & 1231\\
lb & 0.563 & 0.035 & 0.337 & 0.588 & 1231\\
ub & 0.615 & 0.015 & 0.601 & 0.701 & 1231\\
citystabbr &  &  &  &  & 0\\
group2 & 56.1 & 35.123 & 1 & 115 & 341\\
\_est\_newretire & 0.956 & 0.206 & 0 & 1 & 1264\\
\_est\_unspecmonann & 0.37 & 0.483 & 0 & 1 & 1264\\
\_est\_allretiremonann & 0.451 & 0.498 & 0 & 1 & 1264\\
incumbentpartyd & 0.725 & 0.447 & 0 & 1 & 559\\
\hline
\end{tabular}
\end{table}
%------- End LaTeX code -------%
{txt}
{com}. **Table 7
. gen nolim=1 if incumbentpercent!=.
{txt}(611 missing values generated)

{com}. sutex if nolim==1, minmax
%------- Begin LaTeX code -------%

\begin{table}[htbp]\centering \caption{Summary statistics \label{sumstat}}
\begin{tabular}{l c c c c c}\hline\hline
\multicolumn{1}{c}{\textbf{Variable}} & \textbf{Mean}
 & \textbf{Std. Dev.}& \textbf{Min.} &  \textbf{Max.} & \textbf{N}\\ \hline
citystabbryear &  &  &  &  & 0\\
incumbentpercent & 0.66 & 0.185 & 0.113 & 1 & 653\\
incumbentpercentlag & 0.656 & 0.184 & 0.216 & 1 & 299\\
lag & 1 & 0 & 1 & 1 & 178\\
cityinds & 1 & 0 & 1 & 1 & 341\\
city &  &  &  &  & 0\\
stabbr &  &  &  &  & 0\\
blscode &  &  &  &  & 0\\
incumbentparty &  &  &  &  & 0\\
presparty &  &  &  &  & 0\\
year & 2000.372 & 6.121 & 1987 & 2011 & 653\\
samepartyaspres & 0.418 & 0.494 & 0 & 1 & 524\\
CENSUS2000pop & 380271.184 & 812041.237 & 3975 & 8008278 & 652\\
winnername &  &  &  &  & 0\\
winnerparty &  &  &  &  & 0\\
incumbentwin & 0.848 & 0.359 & 0 & 1 & 653\\
incumbentlose & 0.135 & 0.342 & 0 & 1 & 653\\
use & 0.754 & 0.431 & 0 & 1 & 472\\
monicaadds & 1 & 0 & 1 & 1 & 96\\
incumbentpercentch & 0.006 & 0.213 & -0.605 & 0.784 & 451\\
losername &  &  &  &  & 0\\
DIFFusmonthcitymonth & -0.67 & 2.633 & -15.3 & 5.7 & 633\\
DIFFusmonthcityyear & -0.820 & 2.712 & -15.5 & 5.8 & 634\\
CENSUS2000medhhinc & 39.236 & 10.157 & 20.542 & 78.722 & 652\\
logCENSUS2000pop & 12.205 & 1.051 & 8.288 & 15.896 & 652\\
CENSUS2000blackpercent & 0.241 & 0.205 & 0.008 & 0.976 & 652\\
CENSUS2000hispanicpercent & 0.202 & 0.193 & 0.004 & 0.905 & 652\\
CENSUS2000bachdegplus & 0.155 & 0.075 & 0.029 & 0.405 & 652\\
CENSUS2000medhomevalue & 11.46 & 7.366 & 0.001 & 39.64 & 652\\
CENSUS1990medhhinc & 28.586 & 7.439 & 12.627 & 56.307 & 644\\
mayorcouncildum & 0.405 & 0.491 & 0 & 1 & 652\\
councilmanagerdum & 0.635 & 0.482 & 0 & 1 & 652\\
wonws & 0.019 & 0.138 & 0 & 1 & 622\\
wonsb & 0.003 & 0.057 & 0 & 1 & 622\\
wonncaa & 0 & 0 & 0 & 0 & 622\\
investmayor3 & 0.124 & 0.4 & 0 & 2 & 435\\
DIFFuspropcrimecitypropcrime & -2.61 & 2.312 & -10.112 & 1.743 & 501\\
DIFFusviolcrimecitycrime & -0.422 & 0.574 & -3.152 & 0.595 & 497\\
DIFFushpicityhpirev & 0.01 & 0.025 & -0.481 & 0.068 & 618\\
DIFFuspcpincomecitypcpincomerev & -0.01 & 0.765 & -5.869 & 3.734 & 494\\
unemployannualus & 5.765 & 1.48 & 3.99 & 9.6 & 653\\
unemploymonthlyus & 5.789 & 1.544 & 3.8 & 10.1 & 653\\
partyonballoticma1986 & 0.888 & 0.315 & 0 & 1 & 511\\
mainmediamarket & 0.407 & 0.492 & 0 & 1 & 622\\
incomepcpcity & 2.524 & 1.293 & 0 & 5.869 & 494\\
hpiannualcity & 0.023 & 0.014 & 0 & 0.077 & 653\\
incomepcpus & 3.001 & 0.703 & 1.632 & 4.156 & 653\\
hpiannualus & 1.302 & 0.655 & 0.01 & 2.226 & 618\\
DIFFusyearcityyear & -0.929 & 2.753 & -15.67 & 5 & 564\\
unemployannualcity & 6.624 & 3.111 & 1.5 & 24.9 & 634\\
unemploymonthlycity & 6.468 & 3.068 & 1.5 & 24.5 & 633\\
demvs1988 & 0.46 & 0.101 & 0.277 & 0.857 & 651\\
winnerrace &  &  &  &  & 0\\
retirenotes &  &  &  &  & 0\\
winnerpercent & 0.679 & 0.17 & 0.167 & 1.002 & 546\\
loserparty &  &  &  &  & 0\\
loserpercent & 0.307 & 0.131 & 0 & 0.5 & 486\\
totalvotes & 60465.15 & 149396.446 & 0 & 1899677 & 652\\
winnervotes & 37091.246 & 81195.331 & 3 & 930236 & 651\\
loservotes & 22615.505 & 67455.836 & 0 & 876869 & 586\\
crimeviolcrimerateus & 0.555 & 0.112 & 0.386 & 0.758 & 648\\
crimeviolcrimeratecity & 0.085 & 0.064 & 0 & 0.389 & 497\\
crimepropcrimerateus & 3.575 & 1.348 & 0.003 & 5.14 & 648\\
crimepropcrimeratecity & 5943.153 & 2334.703 & 1317.5 & 14851.9 & 501\\
investmayorstaff & 0.106 & 0.308 & 0 & 1 & 368\\
CENSUSlogirishper2000 & 1.579 & 0.77 & -2.394 & 2.782 & 652\\
CENSUSlogitalianper2000 & 1.008 & 0.835 & -3.735 & 2.99 & 652\\
month &  &  &  &  & 0\\
whyretire & 3.071 & 2.526 & 1 & 7 & 14\\
countyname &  &  &  &  & 0\\
demincumb & 0.651 & 0.477 & 0 & 1 & 522\\
dempresparty & 0.458 & 0.499 & 0 & 1 & 616\\
fips\_pla & 47975.245 & 23380.496 & 2000 & 88000 & 53\\
geo\_id2 & 2364956.377 & 1801763.697 & 137000 & 5553000 & 53\\
dailypaper & 0.830 & 0.379 & 0 & 1 & 53\\
dailypaperpanel & 0.820 & 0.385 & 0 & 1 & 633\\
mon & 8.161 & 3.205 & 4 & 11 & 31\\
incumbentlossprimary & 0.027 & 0.164 & 0 & 1 & 37\\
incid & 25210.968 & 6045.134 & 14460 & 41180 & 31\\
monica2 & 1 & 0 & 1 & 1 & 31\\
monica3 & 1 & 0 & 1 & 1 & 6\\
CENSUS2000blackpercent2 & 1.436 & 0.496 & 1 & 2 & 652\\
demvs19882 & 1.502 & 0.5 & 1 & 2 & 651\\
CENSUS2000pop2 & 1.534 & 0.499 & 1 & 2 & 652\\
CENSUS2000medhhinc2 & 1.561 & 0.497 & 1 & 2 & 652\\
DIFFusmonthcitymonthX2 & 1.507 & 0.5 & 1 & 2 & 633\\
yeard1 & 0.002 & 0.039 & 0 & 1 & 653\\
yeard2 & 0 & 0 & 0 & 0 & 653\\
yeard3 & 0.028 & 0.164 & 0 & 1 & 653\\
yeard4 & 0.025 & 0.155 & 0 & 1 & 653\\
yeard5 & 0.047 & 0.213 & 0 & 1 & 653\\
yeard6 & 0.025 & 0.155 & 0 & 1 & 653\\
yeard7 & 0.04 & 0.196 & 0 & 1 & 653\\
yeard8 & 0.028 & 0.164 & 0 & 1 & 653\\
yeard9 & 0.066 & 0.248 & 0 & 1 & 653\\
yeard10 & 0.035 & 0.184 & 0 & 1 & 653\\
yeard11 & 0.058 & 0.234 & 0 & 1 & 653\\
yeard12 & 0.04 & 0.196 & 0 & 1 & 653\\
yeard13 & 0.069 & 0.253 & 0 & 1 & 653\\
yeard14 & 0.038 & 0.192 & 0 & 1 & 653\\
yeard15 & 0.055 & 0.228 & 0 & 1 & 653\\
yeard16 & 0.044 & 0.206 & 0 & 1 & 653\\
yeard17 & 0.054 & 0.225 & 0 & 1 & 653\\
yeard18 & 0.034 & 0.181 & 0 & 1 & 653\\
yeard19 & 0.063 & 0.243 & 0 & 1 & 653\\
yeard20 & 0.047 & 0.213 & 0 & 1 & 653\\
yeard21 & 0.063 & 0.243 & 0 & 1 & 653\\
yeard22 & 0.031 & 0.172 & 0 & 1 & 653\\
yeard23 & 0.054 & 0.225 & 0 & 1 & 653\\
yeard24 & 0.028 & 0.164 & 0 & 1 & 653\\
yeard25 & 0.029 & 0.168 & 0 & 1 & 653\\
unemploquin1 & 0.19 & 0.392 & 0 & 1 & 633\\
unemploquin2 & 0.196 & 0.397 & 0 & 1 & 633\\
unemploquin3 & 0.202 & 0.402 & 0 & 1 & 633\\
unemploquin4 & 0.196 & 0.397 & 0 & 1 & 633\\
unemploquin5 & 0.216 & 0.412 & 0 & 1 & 633\\
cityid & 114.06 & 68.52 & 2 & 234 & 653\\
xblack & 0.009 & 0.005 & -0.005 & 0.026 & 653\\
xblack2 & 0.018 & 0.011 & -0.014 & 0.056 & 653\\
x1\_xblack & 0.216 & 0.412 & 0 & 1 & 653\\
xcity & 0.009 & 0.012 & -0.036 & 0.054 & 653\\
xcity2 & 0.012 & 0.005 & -0.006 & 0.026 & 653\\
x1\_xcity & 0.4 & 0.49 & 0 & 1 & 653\\
xinc & 0.024 & 0.009 & -0.012 & 0.053 & 653\\
xinc2 & 0.001 & 0.005 & -0.014 & 0.019 & 653\\
x1\_xinc & 0.985 & 0.123 & 0 & 1 & 653\\
xfil & 0.018 & 0.003 & 0.01 & 0.027 & 653\\
xfil2 & 0.006 & 0.022 & -0.062 & 0.077 & 653\\
x1\_xfil & 0.708 & 0.455 & 0 & 1 & 653\\
xmedia & 0.003 & 0.006 & -0.014 & 0.022 & 653\\
xmedia2 & 0.022 & 0.007 & -0.001 & 0.043 & 653\\
x1\_xmedia & 0.025 & 0.155 & 0 & 1 & 653\\
xpaper & -0.006 & 0.023 & -0.071 & 0.071 & 653\\
xpaper2 & 0.01 & 0.005 & -0.007 & 0.024 & 653\\
x1\_xpaper & 0.228 & 0.42 & 0 & 1 & 653\\
xball & 0.027 & 0.031 & -0.065 & 0.119 & 653\\
xball2 & 0.01 & 0.005 & -0.01 & 0.031 & 653\\
x1\_xball & 0.674 & 0.469 & 0 & 1 & 653\\
xincum & 0.017 & 0.007 & -0.004 & 0.041 & 653\\
xincum2 & 0.016 & 0.008 & -0.008 & 0.038 & 653\\
x1\_xincum & 0.551 & 0.498 & 0 & 1 & 653\\
DIFFusmonthcitymonth51 & 0.19 & 0.392 & 0 & 1 & 633\\
DIFFusmonthcitymonth52 & 0.196 & 0.397 & 0 & 1 & 633\\
DIFFusmonthcitymonth53 & 0.202 & 0.402 & 0 & 1 & 633\\
DIFFusmonthcitymonth54 & 0.196 & 0.397 & 0 & 1 & 633\\
DIFFusmonthcitymonth55 & 0.216 & 0.412 & 0 & 1 & 633\\
effectsize & 0.029 & 0.027 & 0 & 0.078 & 633\\
unemploquart41 & 0.237 & 0.426 & 0 & 1 & 633\\
unemploquart42 & 0.256 & 0.437 & 0 & 1 & 633\\
unemploquart43 & 0.256 & 0.437 & 0 & 1 & 633\\
unemploquart44 & 0.251 & 0.434 & 0 & 1 & 633\\
where & 0.3 & 0 & 0.3 & 0.3 & 653\\
pipe &  &  &  &  & 0\\
diffcrmarg & -0.427 & 0.634 & -3 & 1 & 497\\
pvcrime & 0.616 & 0.175 & 0.423 & 1.724 & 374\\
whereviol & 0.4 & 0 & 0.4 & 0.4 & 653\\
diffcrpropmarg & -2.603 & 2.324 & -10 & 2 & 501\\
whereprop & 0.4 & 0 & 0.4 & 0.4 & 653\\
countun & 156.084 & 80.043 & 1 & 243 & 653\\
countviolcrime & 422.828 & 141.183 & 3 & 549 & 653\\
countpropcrime & 172.282 & 121.806 & 4 & 385 & 653\\
cityd1 & 0 & 0 & 0 & 0 & 653\\
cityd2 & 0.002 & 0.039 & 0 & 1 & 653\\
cityd3 & 0.008 & 0.087 & 0 & 1 & 653\\
cityd4 & 0.002 & 0.039 & 0 & 1 & 653\\
cityd5 & 0.006 & 0.078 & 0 & 1 & 653\\
cityd6 & 0.012 & 0.11 & 0 & 1 & 653\\
cityd7 & 0.002 & 0.039 & 0 & 1 & 653\\
cityd8 & 0.005 & 0.068 & 0 & 1 & 653\\
cityd9 & 0.005 & 0.068 & 0 & 1 & 653\\
cityd10 & 0.006 & 0.078 & 0 & 1 & 653\\
cityd11 & 0.002 & 0.039 & 0 & 1 & 653\\
cityd12 & 0.008 & 0.087 & 0 & 1 & 653\\
cityd13 & 0 & 0 & 0 & 0 & 653\\
cityd14 & 0.003 & 0.055 & 0 & 1 & 653\\
cityd15 & 0.002 & 0.039 & 0 & 1 & 653\\
cityd16 & 0.012 & 0.11 & 0 & 1 & 653\\
cityd17 & 0 & 0 & 0 & 0 & 653\\
cityd18 & 0.011 & 0.103 & 0 & 1 & 653\\
cityd19 & 0.003 & 0.055 & 0 & 1 & 653\\
cityd20 & 0.002 & 0.039 & 0 & 1 & 653\\
cityd21 & 0 & 0 & 0 & 0 & 653\\
cityd22 & 0.003 & 0.055 & 0 & 1 & 653\\
cityd23 & 0.008 & 0.087 & 0 & 1 & 653\\
cityd24 & 0.005 & 0.068 & 0 & 1 & 653\\
cityd25 & 0.009 & 0.095 & 0 & 1 & 653\\
cityd26 & 0.006 & 0.078 & 0 & 1 & 653\\
cityd27 & 0.006 & 0.078 & 0 & 1 & 653\\
cityd28 & 0 & 0 & 0 & 0 & 653\\
cityd29 & 0 & 0 & 0 & 0 & 653\\
cityd30 & 0.006 & 0.078 & 0 & 1 & 653\\
cityd31 & 0.006 & 0.078 & 0 & 1 & 653\\
cityd32 & 0.009 & 0.095 & 0 & 1 & 653\\
cityd33 & 0.003 & 0.055 & 0 & 1 & 653\\
cityd34 & 0 & 0 & 0 & 0 & 653\\
cityd35 & 0.008 & 0.087 & 0 & 1 & 653\\
cityd36 & 0.003 & 0.055 & 0 & 1 & 653\\
cityd37 & 0.005 & 0.068 & 0 & 1 & 653\\
cityd38 & 0.005 & 0.068 & 0 & 1 & 653\\
cityd39 & 0.008 & 0.087 & 0 & 1 & 653\\
cityd40 & 0 & 0 & 0 & 0 & 653\\
cityd41 & 0.005 & 0.068 & 0 & 1 & 653\\
cityd42 & 0.015 & 0.123 & 0 & 1 & 653\\
cityd43 & 0.006 & 0.078 & 0 & 1 & 653\\
cityd44 & 0.006 & 0.078 & 0 & 1 & 653\\
cityd45 & 0 & 0 & 0 & 0 & 653\\
cityd46 & 0.005 & 0.068 & 0 & 1 & 653\\
cityd47 & 0.006 & 0.078 & 0 & 1 & 653\\
cityd48 & 0.003 & 0.055 & 0 & 1 & 653\\
cityd49 & 0.015 & 0.123 & 0 & 1 & 653\\
cityd50 & 0.005 & 0.068 & 0 & 1 & 653\\
cityd51 & 0 & 0 & 0 & 0 & 653\\
cityd52 & 0.005 & 0.068 & 0 & 1 & 653\\
cityd53 & 0.008 & 0.087 & 0 & 1 & 653\\
cityd54 & 0.002 & 0.039 & 0 & 1 & 653\\
cityd55 & 0.006 & 0.078 & 0 & 1 & 653\\
cityd56 & 0.005 & 0.068 & 0 & 1 & 653\\
cityd57 & 0.003 & 0.055 & 0 & 1 & 653\\
cityd58 & 0.008 & 0.087 & 0 & 1 & 653\\
cityd59 & 0.003 & 0.055 & 0 & 1 & 653\\
cityd60 & 0.002 & 0.039 & 0 & 1 & 653\\
cityd61 & 0.012 & 0.11 & 0 & 1 & 653\\
cityd62 & 0.003 & 0.055 & 0 & 1 & 653\\
cityd63 & 0.005 & 0.068 & 0 & 1 & 653\\
cityd64 & 0.002 & 0.039 & 0 & 1 & 653\\
cityd65 & 0.005 & 0.068 & 0 & 1 & 653\\
cityd66 & 0 & 0 & 0 & 0 & 653\\
cityd67 & 0.006 & 0.078 & 0 & 1 & 653\\
cityd68 & 0.011 & 0.103 & 0 & 1 & 653\\
cityd69 & 0.006 & 0.078 & 0 & 1 & 653\\
cityd70 & 0.009 & 0.095 & 0 & 1 & 653\\
cityd71 & 0 & 0 & 0 & 0 & 653\\
cityd72 & 0.009 & 0.095 & 0 & 1 & 653\\
cityd73 & 0.005 & 0.068 & 0 & 1 & 653\\
cityd74 & 0.003 & 0.055 & 0 & 1 & 653\\
cityd75 & 0.002 & 0.039 & 0 & 1 & 653\\
cityd76 & 0.012 & 0.11 & 0 & 1 & 653\\
cityd77 & 0.003 & 0.055 & 0 & 1 & 653\\
cityd78 & 0.002 & 0.039 & 0 & 1 & 653\\
cityd79 & 0.005 & 0.068 & 0 & 1 & 653\\
cityd80 & 0.002 & 0.039 & 0 & 1 & 653\\
cityd81 & 0.002 & 0.039 & 0 & 1 & 653\\
cityd82 & 0.005 & 0.068 & 0 & 1 & 653\\
cityd83 & 0.005 & 0.068 & 0 & 1 & 653\\
cityd84 & 0.006 & 0.078 & 0 & 1 & 653\\
cityd85 & 0.011 & 0.103 & 0 & 1 & 653\\
cityd86 & 0.006 & 0.078 & 0 & 1 & 653\\
cityd87 & 0.006 & 0.078 & 0 & 1 & 653\\
cityd88 & 0.003 & 0.055 & 0 & 1 & 653\\
cityd89 & 0 & 0 & 0 & 0 & 653\\
cityd90 & 0.009 & 0.095 & 0 & 1 & 653\\
cityd91 & 0.006 & 0.078 & 0 & 1 & 653\\
cityd92 & 0.002 & 0.039 & 0 & 1 & 653\\
cityd93 & 0.003 & 0.055 & 0 & 1 & 653\\
cityd94 & 0.003 & 0.055 & 0 & 1 & 653\\
cityd95 & 0.002 & 0.039 & 0 & 1 & 653\\
cityd96 & 0 & 0 & 0 & 0 & 653\\
cityd97 & 0.003 & 0.055 & 0 & 1 & 653\\
cityd98 & 0.003 & 0.055 & 0 & 1 & 653\\
cityd99 & 0 & 0 & 0 & 0 & 653\\
cityd100 & 0.006 & 0.078 & 0 & 1 & 653\\
cityd101 & 0 & 0 & 0 & 0 & 653\\
cityd102 & 0.002 & 0.039 & 0 & 1 & 653\\
cityd103 & 0.006 & 0.078 & 0 & 1 & 653\\
cityd104 & 0.003 & 0.055 & 0 & 1 & 653\\
cityd105 & 0 & 0 & 0 & 0 & 653\\
cityd106 & 0.005 & 0.068 & 0 & 1 & 653\\
cityd107 & 0.003 & 0.055 & 0 & 1 & 653\\
cityd108 & 0.003 & 0.055 & 0 & 1 & 653\\
cityd109 & 0.005 & 0.068 & 0 & 1 & 653\\
cityd110 & 0.006 & 0.078 & 0 & 1 & 653\\
cityd111 & 0.006 & 0.078 & 0 & 1 & 653\\
cityd112 & 0.006 & 0.078 & 0 & 1 & 653\\
cityd113 & 0.003 & 0.055 & 0 & 1 & 653\\
cityd114 & 0 & 0 & 0 & 0 & 653\\
cityd115 & 0 & 0 & 0 & 0 & 653\\
cityd116 & 0.002 & 0.039 & 0 & 1 & 653\\
cityd117 & 0.006 & 0.078 & 0 & 1 & 653\\
cityd118 & 0.006 & 0.078 & 0 & 1 & 653\\
cityd119 & 0.008 & 0.087 & 0 & 1 & 653\\
cityd120 & 0 & 0 & 0 & 0 & 653\\
cityd121 & 0.002 & 0.039 & 0 & 1 & 653\\
cityd122 & 0.006 & 0.078 & 0 & 1 & 653\\
cityd123 & 0.009 & 0.095 & 0 & 1 & 653\\
cityd124 & 0.008 & 0.087 & 0 & 1 & 653\\
cityd125 & 0 & 0 & 0 & 0 & 653\\
cityd126 & 0.005 & 0.068 & 0 & 1 & 653\\
cityd127 & 0.002 & 0.039 & 0 & 1 & 653\\
cityd128 & 0.003 & 0.055 & 0 & 1 & 653\\
cityd129 & 0.005 & 0.068 & 0 & 1 & 653\\
cityd130 & 0.002 & 0.039 & 0 & 1 & 653\\
cityd131 & 0 & 0 & 0 & 0 & 653\\
cityd132 & 0.012 & 0.11 & 0 & 1 & 653\\
cityd133 & 0 & 0 & 0 & 0 & 653\\
cityd134 & 0.005 & 0.068 & 0 & 1 & 653\\
cityd135 & 0.008 & 0.087 & 0 & 1 & 653\\
cityd136 & 0.006 & 0.078 & 0 & 1 & 653\\
cityd137 & 0.002 & 0.039 & 0 & 1 & 653\\
cityd138 & 0.003 & 0.055 & 0 & 1 & 653\\
cityd139 & 0.003 & 0.055 & 0 & 1 & 653\\
cityd140 & 0.002 & 0.039 & 0 & 1 & 653\\
cityd141 & 0.003 & 0.055 & 0 & 1 & 653\\
cityd142 & 0.003 & 0.055 & 0 & 1 & 653\\
cityd143 & 0.006 & 0.078 & 0 & 1 & 653\\
cityd144 & 0.003 & 0.055 & 0 & 1 & 653\\
cityd145 & 0.006 & 0.078 & 0 & 1 & 653\\
cityd146 & 0.006 & 0.078 & 0 & 1 & 653\\
cityd147 & 0.006 & 0.078 & 0 & 1 & 653\\
cityd148 & 0.006 & 0.078 & 0 & 1 & 653\\
cityd149 & 0.005 & 0.068 & 0 & 1 & 653\\
cityd150 & 0.012 & 0.11 & 0 & 1 & 653\\
cityd151 & 0.009 & 0.095 & 0 & 1 & 653\\
cityd152 & 0.005 & 0.068 & 0 & 1 & 653\\
cityd153 & 0 & 0 & 0 & 0 & 653\\
cityd154 & 0.005 & 0.068 & 0 & 1 & 653\\
cityd155 & 0 & 0 & 0 & 0 & 653\\
cityd156 & 0.002 & 0.039 & 0 & 1 & 653\\
cityd157 & 0 & 0 & 0 & 0 & 653\\
cityd158 & 0 & 0 & 0 & 0 & 653\\
cityd159 & 0.003 & 0.055 & 0 & 1 & 653\\
cityd160 & 0.008 & 0.087 & 0 & 1 & 653\\
cityd161 & 0.003 & 0.055 & 0 & 1 & 653\\
cityd162 & 0.003 & 0.055 & 0 & 1 & 653\\
cityd163 & 0.002 & 0.039 & 0 & 1 & 653\\
cityd164 & 0.006 & 0.078 & 0 & 1 & 653\\
cityd165 & 0.006 & 0.078 & 0 & 1 & 653\\
cityd166 & 0 & 0 & 0 & 0 & 653\\
cityd167 & 0.011 & 0.103 & 0 & 1 & 653\\
cityd168 & 0.003 & 0.055 & 0 & 1 & 653\\
cityd169 & 0.003 & 0.055 & 0 & 1 & 653\\
cityd170 & 0 & 0 & 0 & 0 & 653\\
cityd171 & 0.003 & 0.055 & 0 & 1 & 653\\
cityd172 & 0.012 & 0.11 & 0 & 1 & 653\\
cityd173 & 0.005 & 0.068 & 0 & 1 & 653\\
cityd174 & 0.005 & 0.068 & 0 & 1 & 653\\
cityd175 & 0.003 & 0.055 & 0 & 1 & 653\\
cityd176 & 0.002 & 0.039 & 0 & 1 & 653\\
cityd177 & 0.006 & 0.078 & 0 & 1 & 653\\
cityd178 & 0 & 0 & 0 & 0 & 653\\
cityd179 & 0.003 & 0.055 & 0 & 1 & 653\\
cityd180 & 0 & 0 & 0 & 0 & 653\\
cityd181 & 0 & 0 & 0 & 0 & 653\\
cityd182 & 0 & 0 & 0 & 0 & 653\\
cityd183 & 0.005 & 0.068 & 0 & 1 & 653\\
cityd184 & 0 & 0 & 0 & 0 & 653\\
cityd185 & 0.009 & 0.095 & 0 & 1 & 653\\
cityd186 & 0.006 & 0.078 & 0 & 1 & 653\\
cityd187 & 0.005 & 0.068 & 0 & 1 & 653\\
cityd188 & 0.005 & 0.068 & 0 & 1 & 653\\
cityd189 & 0.008 & 0.087 & 0 & 1 & 653\\
cityd190 & 0.005 & 0.068 & 0 & 1 & 653\\
cityd191 & 0.006 & 0.078 & 0 & 1 & 653\\
cityd192 & 0.005 & 0.068 & 0 & 1 & 653\\
cityd193 & 0 & 0 & 0 & 0 & 653\\
cityd194 & 0.014 & 0.117 & 0 & 1 & 653\\
cityd195 & 0.005 & 0.068 & 0 & 1 & 653\\
cityd196 & 0.005 & 0.068 & 0 & 1 & 653\\
cityd197 & 0.011 & 0.103 & 0 & 1 & 653\\
cityd198 & 0.003 & 0.055 & 0 & 1 & 653\\
cityd199 & 0.005 & 0.068 & 0 & 1 & 653\\
cityd200 & 0.002 & 0.039 & 0 & 1 & 653\\
cityd201 & 0 & 0 & 0 & 0 & 653\\
cityd202 & 0.005 & 0.068 & 0 & 1 & 653\\
cityd203 & 0.003 & 0.055 & 0 & 1 & 653\\
cityd204 & 0.003 & 0.055 & 0 & 1 & 653\\
cityd205 & 0.005 & 0.068 & 0 & 1 & 653\\
cityd206 & 0.002 & 0.039 & 0 & 1 & 653\\
cityd207 & 0 & 0 & 0 & 0 & 653\\
cityd208 & 0.002 & 0.039 & 0 & 1 & 653\\
cityd209 & 0.005 & 0.068 & 0 & 1 & 653\\
cityd210 & 0.003 & 0.055 & 0 & 1 & 653\\
cityd211 & 0.005 & 0.068 & 0 & 1 & 653\\
cityd212 & 0.011 & 0.103 & 0 & 1 & 653\\
cityd213 & 0 & 0 & 0 & 0 & 653\\
cityd214 & 0.005 & 0.068 & 0 & 1 & 653\\
cityd215 & 0.008 & 0.087 & 0 & 1 & 653\\
cityd216 & 0.005 & 0.068 & 0 & 1 & 653\\
cityd217 & 0.006 & 0.078 & 0 & 1 & 653\\
cityd218 & 0.002 & 0.039 & 0 & 1 & 653\\
cityd219 & 0.002 & 0.039 & 0 & 1 & 653\\
cityd220 & 0 & 0 & 0 & 0 & 653\\
cityd221 & 0 & 0 & 0 & 0 & 653\\
cityd222 & 0.012 & 0.11 & 0 & 1 & 653\\
cityd223 & 0.006 & 0.078 & 0 & 1 & 653\\
cityd224 & 0.002 & 0.039 & 0 & 1 & 653\\
cityd225 & 0 & 0 & 0 & 0 & 653\\
cityd226 & 0.003 & 0.055 & 0 & 1 & 653\\
cityd227 & 0.008 & 0.087 & 0 & 1 & 653\\
cityd228 & 0.003 & 0.055 & 0 & 1 & 653\\
cityd229 & 0 & 0 & 0 & 0 & 653\\
cityd230 & 0.008 & 0.087 & 0 & 1 & 653\\
cityd231 & 0.006 & 0.078 & 0 & 1 & 653\\
cityd232 & 0.014 & 0.117 & 0 & 1 & 653\\
cityd233 & 0.003 & 0.055 & 0 & 1 & 653\\
cityd234 & 0.002 & 0.039 & 0 & 1 & 653\\
use3 & 1 & 0 & 1 & 1 & 360\\
retired & 0.026 & 0.16 & 0 & 1 & 531\\
retireset & 1 & 0 & 1 & 1 & 531\\
retired2 & 0.015 & 0.123 & 0 & 1 & 525\\
retire3 & 1 & 0 & 1 & 1 & 5\\
limitedretire & 0.615 & 0.506 & 0 & 1 & 13\\
incumbentrunnerparty &  &  &  &  & 0\\
retireparty &  &  &  &  & 0\\
try & 0.871 & 0.335 & 0 & 1 & 653\\
loserrace &  &  &  &  & 0\\
loserraced1 & 0.026 & 0.16 & 0 & 1 & 344\\
loserraced2 & 0.247 & 0.432 & 0 & 1 & 344\\
loserraced3 & 0.078 & 0.269 & 0 & 1 & 344\\
loserraced4 & 0.648 & 0.478 & 0 & 1 & 344\\
retirepartyd1 & 0.617 & 0.487 & 0 & 1 & 423\\
retirepartyd2 & 0 & 0 & 0 & 0 & 423\\
retirepartyd3 & 0.031 & 0.173 & 0 & 1 & 423\\
retirepartyd4 & 0.002 & 0.049 & 0 & 1 & 423\\
retirepartyd5 & 0.005 & 0.069 & 0 & 1 & 423\\
retirepartyd6 & 0.047 & 0.212 & 0 & 1 & 423\\
retirepartyd7 & 0.009 & 0.097 & 0 & 1 & 423\\
retirepartyd8 & 0.288 & 0.454 & 0 & 1 & 423\\
victories & 2.766 & 1.587 & 1 & 8 & 653\\
retirerace &  &  &  &  & 0\\
retireraced1 & 0.007 & 0.081 & 0 & 1 & 457\\
retireraced2 & 0.19 & 0.393 & 0 & 1 & 457\\
retireraced3 & 0.074 & 0.263 & 0 & 1 & 457\\
retireraced4 & 0.729 & 0.445 & 0 & 1 & 457\\
retireracewhite & 0.729 & 0.445 & 0 & 1 & 457\\
retirepartyd & 0.617 & 0.487 & 0 & 1 & 423\\
effectlb & -0.021 & 0.022 & -0.036 & 0.016 & 513\\
effectub & 0.093 & 0.029 & 0.069 & 0.14 & 513\\
unest & 0.588 & 0.023 & 0.555 & 0.62 & 633\\
unlb & 0.565 & 0.026 & 0.521 & 0.591 & 633\\
ubub & 0.611 & 0.022 & 0.589 & 0.648 & 633\\
estviol & 0.589 & 0.021 & 0.541 & 0.676 & 497\\
lbviol & 0.562 & 0.017 & 0.482 & 0.584 & 497\\
ubviol & 0.615 & 0.029 & 0.598 & 0.773 & 497\\
pvpropcrime & 0.605 & 0.109 & 0.446 & 1.294 & 377\\
estprop & 0.587 & 0.023 & 0.556 & 0.649 & 266\\
lbprop & 0.555 & 0.032 & 0.502 & 0.582 & 266\\
ubprop & 0.62 & 0.023 & 0.604 & 0.728 & 266\\
novelection & 0.574 & 0.495 & 0 & 1 & 653\\
termlimit & 0.729 & 0.445 & 0 & 1 & 653\\
evenyear & 0.374 & 0.484 & 0 & 1 & 653\\
mayorhasbudgetaut & 0.719 & 0.451 & 0 & 1 & 263\\
localandnovelec & 0.199 & 0.4 & 0 & 1 & 653\\
councilselection & 2.034 & 0.856 & 1 & 3 & 267\\
atlarge & 0.348 & 0.477 & 0 & 1 & 267\\
bywardordist & 0.27 & 0.445 & 0 & 1 & 267\\
mixorlargeandward & 0.382 & 0.487 & 0 & 1 & 267\\
atlargeorward & 0.618 & 0.487 & 0 & 1 & 267\\
partisan2 & 0.161 & 0.368 & 0 & 1 & 478\\
partyballot2 & 0.323 & 0.468 & 0 & 1 & 375\\
diffwinnerandloser & 33.773 & 25.318 & 0 & 100 & 485\\
cityindsi & 1 & 0 & 1 & 1 & 330\\
wonws2 & 0.018 & 0.135 & 0 & 1 & 650\\
wonsb2 & 0.003 & 0.055 & 0 & 1 & 650\\
wonncaa2 & 0 & 0 & 0 & 0 & 650\\
wonany & 0.021 & 0.145 & 0 & 1 & 653\\
election & 1 & 0 & 1 & 1 & 340\\
electionspercityinds & 2.42 & 2.155 & 0 & 7 & 653\\
crimemurderandnonmanslaugcity & 0.001 & 0.001 & 0 & 0.006 & 478\\
crimeaggassaultratecity & 533.543 & 340.461 & 29.2 & 2306.9 & 476\\
crimemurderandnonmanslaugus & 6.684 & 1.572 & 4.7 & 9.800 & 613\\
crimeaggassaultus & 344.07 & 59.807 & 242.3 & 441.9 & 613\\
DIFFmurderuscity & -0.049 & 0.09 & -0.513 & 0.098 & 478\\
DIFFassaultuscity & -1.916 & 3.284 & -18.735 & 3.657 & 476\\
incumbperc2 & 0.701 & 0.166 & 0.167 & 1 & 554\\
m & 0.319 & 0.269 & -0.002 & 1 & 486\\
wonwsorsb & 0.021 & 0.145 & 0 & 1 & 653\\
count & 1 & 0 & 1 & 1 & 653\\
DIFFusmonthcitymonth5 & 3.054 & 1.42 & 1 & 5 & 633\\
countDIFF & 239.591 & 37.093 & 33 & 254 & 653\\
unemploquin & 3.054 & 1.42 & 1 & 5 & 633\\
estn & 0.035 & 0.031 & 0 & 0.091 & 633\\
lbn & -0.012 & 0.029 & -0.032 & 0.036 & 513\\
ubn & 0.097 & 0.03 & 0.07 & 0.146 & 513\\
lineardiff & 0.581 & 0.061 & 0.363 & 0.733 & 623\\
lineardiff2 & 0.582 & 0.053 & 0.396 & 0.709 & 623\\
lineardiff3 & 0.583 & 0.053 & 0.395 & 0.713 & 623\\
lineardiff4 & 0.582 & 0.053 & 0.388 & 0.714 & 623\\
lineardiff5 & 0.582 & 0.053 & 0.388 & 0.714 & 623\\
ld2 & 0.031 & 0.061 & -0.187 & 0.183 & 623\\
difftest2 & -0.622 & 2.646 & -15 & 6 & 633\\
pv & 0.583 & 0.06 & 0.356 & 0.725 & 623\\
t & -191.551 & 328.379 & -1873.5 & 365.7 & 476\\
investmayor & 0.075 & 0.264 & 0 & 1 & 424\\
investmayor2 & 0.099 & 0.299 & 0 & 1 & 435\\
lessthan1sd & 1 & 0 & 1 & 1 & 18\\
take2 & 1 & 0 & 1 & 1 & 18\\
dailypaper2 & 0.813 & 0.391 & 0 & 1 & 288\\
homociderateCITY & 0.011 & 0.009 & 0 & 0.06 & 381\\
homiciderateCITY1yrch & 0 & 0.004 & -0.026 & 0.01 & 376\\
newretiredef & 0.841 & 0.366 & 0 & 1 & 653\\
unemployCITY1yearch2 & 0.002 & 0.014 & -0.032 & 0.07 & 419\\
hpiCITY1yrch & 0.051 & 0.151 & -0.571 & 0.565 & 341\\
pcpincCITYch1yr & 0.102 & 0.099 & -0.333 & 0.601 & 341\\
violentcrimerateCITY1yrch & -0.01 & 0.134 & -0.641 & 0.618 & 306\\
pvdiff & 0.584 & 0.053 & 0.347 & 0.73 & 623\\
est & 0.589 & 0.028 & 0.438 & 0.659 & 633\\
margin & 0.59 & 0.022 & 0.471 & 0.645 & 633\\
lb & 0.564 & 0.033 & 0.337 & 0.588 & 633\\
ub & 0.616 & 0.016 & 0.601 & 0.701 & 633\\
citystabbr &  &  &  &  & 0\\
group2 & 56.1 & 35.123 & 1 & 115 & 341\\
\_est\_newretire & 0.953 & 0.213 & 0 & 1 & 653\\
\_est\_unspecmonann & 0.51 & 0.5 & 0 & 1 & 653\\
\_est\_allretiremonann & 0.544 & 0.498 & 0 & 1 & 653\\
incumbentpartyd & 0.716 & 0.452 & 0 & 1 & 475\\
nolim & 1 & 0 & 1 & 1 & 653\\
\hline
\end{tabular}
\end{table}
%------- End LaTeX code -------%
{txt}
{com}. **Table 8
. sutex if cityinds==1, minmax
%------- Begin LaTeX code -------%

\begin{table}[htbp]\centering \caption{Summary statistics \label{sumstat}}
\begin{tabular}{l c c c c c}\hline\hline
\multicolumn{1}{c}{\textbf{Variable}} & \textbf{Mean}
 & \textbf{Std. Dev.}& \textbf{Min.} &  \textbf{Max.} & \textbf{N}\\ \hline
citystabbryear &  &  &  &  & 0\\
incumbentpercent & 0.592 & 0.129 & 0.113 & 0.989 & 341\\
incumbentpercentlag & 0.624 & 0.156 & 0.251 & 1 & 163\\
lag & 1 & 0 & 1 & 1 & 178\\
cityinds & 1 & 0 & 1 & 1 & 341\\
city &  &  &  &  & 0\\
stabbr &  &  &  &  & 0\\
blscode &  &  &  &  & 0\\
incumbentparty &  &  &  &  & 0\\
presparty &  &  &  &  & 0\\
year & 2000.387 & 5.809 & 1990 & 2011 & 341\\
samepartyaspres & 0.431 & 0.496 & 0 & 1 & 283\\
CENSUS2000pop & 506011.672 & 966484.565 & 133871 & 8008278 & 341\\
winnername &  &  &  &  & 0\\
winnerparty &  &  &  &  & 0\\
incumbentwin & 0.830 & 0.376 & 0 & 1 & 341\\
incumbentlose & 0.152 & 0.36 & 0 & 1 & 341\\
use & 1 & 0 & 1 & 1 & 341\\
monicaadds & 1 & 0 & 1 & 1 & 55\\
incumbentpercentch & -0.035 & 0.174 & -0.54 & 0.404 & 247\\
losername &  &  &  &  & 0\\
DIFFusmonthcitymonth & -0.379 & 2.454 & -9.4 & 5.7 & 341\\
DIFFusmonthcityyear & -0.441 & 2.397 & -9.1 & 5.8 & 341\\
CENSUS2000medhhinc & 40.608 & 9.947 & 23.483 & 78.722 & 341\\
logCENSUS2000pop & 12.658 & 0.768 & 11.805 & 15.896 & 341\\
CENSUS2000blackpercent & 0.195 & 0.172 & 0.008 & 0.810 & 341\\
CENSUS2000hispanicpercent & 0.208 & 0.207 & 0.007 & 0.905 & 341\\
CENSUS2000bachdegplus & 0.168 & 0.072 & 0.048 & 0.363 & 341\\
CENSUS2000medhomevalue & 11.714 & 8.609 & 0.001 & 39.64 & 341\\
CENSUS1990medhhinc & 29.298 & 7.306 & 15.315 & 56.307 & 341\\
mayorcouncildum & 0.428 & 0.496 & 0 & 1 & 341\\
councilmanagerdum & 0.628 & 0.484 & 0 & 1 & 341\\
wonws & 0.012 & 0.108 & 0 & 1 & 340\\
wonsb & 0.006 & 0.077 & 0 & 1 & 340\\
wonncaa & 0 & 0 & 0 & 0 & 340\\
investmayor3 & 0.133 & 0.428 & 0 & 2 & 330\\
DIFFuspropcrimecitypropcrime & -2.641 & 2.251 & -10.112 & 1.743 & 306\\
DIFFusviolcrimecitycrime & -0.416 & 0.560 & -3.152 & 0.595 & 303\\
DIFFushpicityhpirev & 0.008 & 0.033 & -0.481 & 0.068 & 332\\
DIFFuspcpincomecitypcpincomerev & -0.104 & 0.874 & -5.869 & 3.734 & 310\\
unemployannualus & 5.734 & 1.433 & 3.99 & 9.6 & 341\\
unemploymonthlyus & 5.777 & 1.501 & 3.9 & 9.9 & 341\\
partyonballoticma1986 & 0.892 & 0.31 & 0 & 1 & 288\\
mainmediamarket & 0.494 & 0.501 & 0 & 1 & 340\\
incomepcpcity & 2.409 & 1.378 & 0 & 5.869 & 310\\
hpiannualcity & 0.022 & 0.014 & 0 & 0.077 & 341\\
incomepcpus & 3.002 & 0.679 & 1.961 & 4.156 & 341\\
hpiannualus & 1.247 & 0.665 & 0.01 & 2.226 & 332\\
DIFFusyearcityyear & -0.529 & 2.414 & -9 & 4.7 & 281\\
unemployannualcity & 6.218 & 2.869 & 1.5 & 17.8 & 341\\
unemploymonthlycity & 6.156 & 2.953 & 1.5 & 18.5 & 341\\
demvs1988 & 0.457 & 0.109 & 0.287 & 0.857 & 341\\
winnerrace &  &  &  &  & 0\\
retirenotes &  &  &  &  & 0\\
winnerpercent & 0.608 & 0.108 & 0.207 & 0.8 & 278\\
loserparty &  &  &  &  & 0\\
loserpercent & 0.336 & 0.105 & 0 & 0.5 & 273\\
totalvotes & 86215.411 & 171377.154 & 0 & 1889003 & 341\\
winnervotes & 50539.317 & 95018.586 & 2366 & 930236 & 341\\
loservotes & 31411.565 & 73293.575 & 0 & 876869 & 336\\
crimeviolcrimerateus & 0.559 & 0.112 & 0.386 & 0.758 & 338\\
crimeviolcrimeratecity & 0.084 & 0.066 & 0 & 0.389 & 303\\
crimepropcrimerateus & 3.378 & 1.578 & 0.003 & 5.14 & 338\\
crimepropcrimeratecity & 6000.758 & 2230.799 & 1520.7 & 14851.9 & 306\\
investmayorstaff & 0.109 & 0.313 & 0 & 1 & 274\\
CENSUSlogirishper2000 & 1.698 & 0.635 & -1.073 & 2.782 & 341\\
CENSUSlogitalianper2000 & 1.071 & 0.606 & -0.605 & 2.99 & 341\\
month &  &  &  &  & 0\\
whyretire & 3 & 2.398 & 1 & 6 & 9\\
countyname &  &  &  &  & 0\\
demincumb & 0.615 & 0.487 & 0 & 1 & 283\\
dempresparty & 0.479 & 0.5 & 0 & 1 & 334\\
fips\_pla & 42719.813 & 22646.316 & 2000 & 82000 & 32\\
geo\_id2 & 2589594.813 & 1917756.261 & 137000 & 5553000 & 32\\
dailypaper & 0.938 & 0.246 & 0 & 1 & 32\\
dailypaperpanel & 0.867 & 0.34 & 0 & 1 & 330\\
mon & 11 &  & 11 & 11 & 1\\
incumbentlossprimary & 0 & 0 & 0 & 0 & 7\\
incid & 14460 &  & 14460 & 14460 & 1\\
monica2 & 1 &  & 1 & 1 & 1\\
monica3 & 1 & 0 & 1 & 1 & 6\\
CENSUS2000blackpercent2 & 1.358 & 0.48 & 1 & 2 & 341\\
demvs19882 & 1.446 & 0.498 & 1 & 2 & 341\\
CENSUS2000pop2 & 1.751 & 0.433 & 1 & 2 & 341\\
CENSUS2000medhhinc2 & 1.633 & 0.483 & 1 & 2 & 341\\
DIFFusmonthcitymonthX2 & 1.557 & 0.497 & 1 & 2 & 341\\
yeard1 & 0 & 0 & 0 & 0 & 341\\
yeard2 & 0 & 0 & 0 & 0 & 341\\
yeard3 & 0 & 0 & 0 & 0 & 341\\
yeard4 & 0.026 & 0.161 & 0 & 1 & 341\\
yeard5 & 0.05 & 0.218 & 0 & 1 & 341\\
yeard6 & 0.026 & 0.161 & 0 & 1 & 341\\
yeard7 & 0.047 & 0.212 & 0 & 1 & 341\\
yeard8 & 0.029 & 0.169 & 0 & 1 & 341\\
yeard9 & 0.079 & 0.27 & 0 & 1 & 341\\
yeard10 & 0.035 & 0.185 & 0 & 1 & 341\\
yeard11 & 0.062 & 0.241 & 0 & 1 & 341\\
yeard12 & 0.041 & 0.199 & 0 & 1 & 341\\
yeard13 & 0.067 & 0.251 & 0 & 1 & 341\\
yeard14 & 0.035 & 0.185 & 0 & 1 & 341\\
yeard15 & 0.065 & 0.246 & 0 & 1 & 341\\
yeard16 & 0.047 & 0.212 & 0 & 1 & 341\\
yeard17 & 0.05 & 0.218 & 0 & 1 & 341\\
yeard18 & 0.041 & 0.199 & 0 & 1 & 341\\
yeard19 & 0.062 & 0.241 & 0 & 1 & 341\\
yeard20 & 0.044 & 0.205 & 0 & 1 & 341\\
yeard21 & 0.065 & 0.246 & 0 & 1 & 341\\
yeard22 & 0.035 & 0.185 & 0 & 1 & 341\\
yeard23 & 0.044 & 0.205 & 0 & 1 & 341\\
yeard24 & 0.035 & 0.185 & 0 & 1 & 341\\
yeard25 & 0.015 & 0.12 & 0 & 1 & 341\\
unemploquin1 & 0.155 & 0.363 & 0 & 1 & 341\\
unemploquin2 & 0.176 & 0.381 & 0 & 1 & 341\\
unemploquin3 & 0.199 & 0.4 & 0 & 1 & 341\\
unemploquin4 & 0.24 & 0.428 & 0 & 1 & 341\\
unemploquin5 & 0.229 & 0.421 & 0 & 1 & 341\\
cityid & 116.276 & 71.697 & 5 & 233 & 341\\
xblack & 0.009 & 0.005 & -0.004 & 0.026 & 341\\
xblack2 & 0.017 & 0.011 & -0.013 & 0.051 & 341\\
x1\_xblack & 0.249 & 0.433 & 0 & 1 & 341\\
xcity & 0.01 & 0.011 & -0.016 & 0.04 & 341\\
xcity2 & 0.012 & 0.005 & -0.005 & 0.026 & 341\\
x1\_xcity & 0.428 & 0.496 & 0 & 1 & 341\\
xinc & 0.024 & 0.009 & -0.012 & 0.049 & 341\\
xinc2 & 0.001 & 0.005 & -0.014 & 0.013 & 341\\
x1\_xinc & 0.988 & 0.108 & 0 & 1 & 341\\
xfil & 0.018 & 0.003 & 0.01 & 0.027 & 341\\
xfil2 & 0.007 & 0.024 & -0.062 & 0.077 & 341\\
x1\_xfil & 0.689 & 0.464 & 0 & 1 & 341\\
xmedia & 0.003 & 0.006 & -0.014 & 0.022 & 341\\
xmedia2 & 0.022 & 0.007 & -0.001 & 0.042 & 341\\
x1\_xmedia & 0.018 & 0.132 & 0 & 1 & 341\\
xpaper & -0.006 & 0.023 & -0.071 & 0.071 & 341\\
xpaper2 & 0.01 & 0.005 & -0.006 & 0.022 & 341\\
x1\_xpaper & 0.235 & 0.424 & 0 & 1 & 341\\
xball & 0.026 & 0.031 & -0.05 & 0.113 & 341\\
xball2 & 0.01 & 0.005 & -0.01 & 0.023 & 341\\
x1\_xball & 0.648 & 0.478 & 0 & 1 & 341\\
xincum & 0.017 & 0.007 & -0.004 & 0.041 & 341\\
xincum2 & 0.016 & 0.008 & -0.007 & 0.038 & 341\\
x1\_xincum & 0.554 & 0.498 & 0 & 1 & 341\\
DIFFusmonthcitymonth51 & 0.155 & 0.363 & 0 & 1 & 341\\
DIFFusmonthcitymonth52 & 0.176 & 0.381 & 0 & 1 & 341\\
DIFFusmonthcitymonth53 & 0.199 & 0.4 & 0 & 1 & 341\\
DIFFusmonthcitymonth54 & 0.24 & 0.428 & 0 & 1 & 341\\
DIFFusmonthcitymonth55 & 0.229 & 0.421 & 0 & 1 & 341\\
effectsize & 0.031 & 0.027 & 0 & 0.078 & 341\\
unemploquart41 & 0.188 & 0.391 & 0 & 1 & 341\\
unemploquart42 & 0.255 & 0.437 & 0 & 1 & 341\\
unemploquart43 & 0.282 & 0.45 & 0 & 1 & 341\\
unemploquart44 & 0.276 & 0.448 & 0 & 1 & 341\\
where & 0.3 & 0 & 0.3 & 0.3 & 341\\
pipe &  &  &  &  & 0\\
diffcrmarg & -0.413 & 0.624 & -3 & 1 & 303\\
pvcrime & 0.589 & 0.052 & 0.423 & 0.762 & 285\\
whereviol & 0.4 & 0 & 0.4 & 0.4 & 341\\
diffcrpropmarg & -2.644 & 2.254 & -10 & 2 & 306\\
whereprop & 0.4 & 0 & 0.4 & 0.4 & 341\\
countun & 166.015 & 76.679 & 1 & 243 & 341\\
countviolcrime & 429.977 & 148.014 & 3 & 549 & 341\\
countpropcrime & 137.226 & 91.211 & 4 & 385 & 341\\
cityd1 & 0 & 0 & 0 & 0 & 341\\
cityd2 & 0 & 0 & 0 & 0 & 341\\
cityd3 & 0 & 0 & 0 & 0 & 341\\
cityd4 & 0 & 0 & 0 & 0 & 341\\
cityd5 & 0.012 & 0.108 & 0 & 1 & 341\\
cityd6 & 0.021 & 0.142 & 0 & 1 & 341\\
cityd7 & 0 & 0 & 0 & 0 & 341\\
cityd8 & 0.009 & 0.094 & 0 & 1 & 341\\
cityd9 & 0.009 & 0.094 & 0 & 1 & 341\\
cityd10 & 0.006 & 0.076 & 0 & 1 & 341\\
cityd11 & 0 & 0 & 0 & 0 & 341\\
cityd12 & 0.012 & 0.108 & 0 & 1 & 341\\
cityd13 & 0 & 0 & 0 & 0 & 341\\
cityd14 & 0 & 0 & 0 & 0 & 341\\
cityd15 & 0 & 0 & 0 & 0 & 341\\
cityd16 & 0.015 & 0.12 & 0 & 1 & 341\\
cityd17 & 0 & 0 & 0 & 0 & 341\\
cityd18 & 0.021 & 0.142 & 0 & 1 & 341\\
cityd19 & 0.006 & 0.076 & 0 & 1 & 341\\
cityd20 & 0.003 & 0.054 & 0 & 1 & 341\\
cityd21 & 0 & 0 & 0 & 0 & 341\\
cityd22 & 0 & 0 & 0 & 0 & 341\\
cityd23 & 0.015 & 0.12 & 0 & 1 & 341\\
cityd24 & 0.009 & 0.094 & 0 & 1 & 341\\
cityd25 & 0.018 & 0.132 & 0 & 1 & 341\\
cityd26 & 0.009 & 0.094 & 0 & 1 & 341\\
cityd27 & 0.012 & 0.108 & 0 & 1 & 341\\
cityd28 & 0 & 0 & 0 & 0 & 341\\
cityd29 & 0 & 0 & 0 & 0 & 341\\
cityd30 & 0.009 & 0.094 & 0 & 1 & 341\\
cityd31 & 0 & 0 & 0 & 0 & 341\\
cityd32 & 0.012 & 0.108 & 0 & 1 & 341\\
cityd33 & 0.006 & 0.076 & 0 & 1 & 341\\
cityd34 & 0 & 0 & 0 & 0 & 341\\
cityd35 & 0.015 & 0.12 & 0 & 1 & 341\\
cityd36 & 0 & 0 & 0 & 0 & 341\\
cityd37 & 0.003 & 0.054 & 0 & 1 & 341\\
cityd38 & 0.006 & 0.076 & 0 & 1 & 341\\
cityd39 & 0.006 & 0.076 & 0 & 1 & 341\\
cityd40 & 0 & 0 & 0 & 0 & 341\\
cityd41 & 0 & 0 & 0 & 0 & 341\\
cityd42 & 0.018 & 0.132 & 0 & 1 & 341\\
cityd43 & 0 & 0 & 0 & 0 & 341\\
cityd44 & 0 & 0 & 0 & 0 & 341\\
cityd45 & 0 & 0 & 0 & 0 & 341\\
cityd46 & 0 & 0 & 0 & 0 & 341\\
cityd47 & 0.009 & 0.094 & 0 & 1 & 341\\
cityd48 & 0.003 & 0.054 & 0 & 1 & 341\\
cityd49 & 0 & 0 & 0 & 0 & 341\\
cityd50 & 0 & 0 & 0 & 0 & 341\\
cityd51 & 0 & 0 & 0 & 0 & 341\\
cityd52 & 0 & 0 & 0 & 0 & 341\\
cityd53 & 0.012 & 0.108 & 0 & 1 & 341\\
cityd54 & 0 & 0 & 0 & 0 & 341\\
cityd55 & 0.009 & 0.094 & 0 & 1 & 341\\
cityd56 & 0 & 0 & 0 & 0 & 341\\
cityd57 & 0 & 0 & 0 & 0 & 341\\
cityd58 & 0.015 & 0.12 & 0 & 1 & 341\\
cityd59 & 0.006 & 0.076 & 0 & 1 & 341\\
cityd60 & 0 & 0 & 0 & 0 & 341\\
cityd61 & 0.018 & 0.132 & 0 & 1 & 341\\
cityd62 & 0 & 0 & 0 & 0 & 341\\
cityd63 & 0 & 0 & 0 & 0 & 341\\
cityd64 & 0 & 0 & 0 & 0 & 341\\
cityd65 & 0.003 & 0.054 & 0 & 1 & 341\\
cityd66 & 0 & 0 & 0 & 0 & 341\\
cityd67 & 0 & 0 & 0 & 0 & 341\\
cityd68 & 0 & 0 & 0 & 0 & 341\\
cityd69 & 0.006 & 0.076 & 0 & 1 & 341\\
cityd70 & 0.012 & 0.108 & 0 & 1 & 341\\
cityd71 & 0 & 0 & 0 & 0 & 341\\
cityd72 & 0 & 0 & 0 & 0 & 341\\
cityd73 & 0 & 0 & 0 & 0 & 341\\
cityd74 & 0.006 & 0.076 & 0 & 1 & 341\\
cityd75 & 0 & 0 & 0 & 0 & 341\\
cityd76 & 0 & 0 & 0 & 0 & 341\\
cityd77 & 0 & 0 & 0 & 0 & 341\\
cityd78 & 0 & 0 & 0 & 0 & 341\\
cityd79 & 0.006 & 0.076 & 0 & 1 & 341\\
cityd80 & 0 & 0 & 0 & 0 & 341\\
cityd81 & 0 & 0 & 0 & 0 & 341\\
cityd82 & 0.006 & 0.076 & 0 & 1 & 341\\
cityd83 & 0 & 0 & 0 & 0 & 341\\
cityd84 & 0.009 & 0.094 & 0 & 1 & 341\\
cityd85 & 0.006 & 0.076 & 0 & 1 & 341\\
cityd86 & 0.012 & 0.108 & 0 & 1 & 341\\
cityd87 & 0.009 & 0.094 & 0 & 1 & 341\\
cityd88 & 0 & 0 & 0 & 0 & 341\\
cityd89 & 0 & 0 & 0 & 0 & 341\\
cityd90 & 0.012 & 0.108 & 0 & 1 & 341\\
cityd91 & 0.009 & 0.094 & 0 & 1 & 341\\
cityd92 & 0.003 & 0.054 & 0 & 1 & 341\\
cityd93 & 0.003 & 0.054 & 0 & 1 & 341\\
cityd94 & 0 & 0 & 0 & 0 & 341\\
cityd95 & 0 & 0 & 0 & 0 & 341\\
cityd96 & 0 & 0 & 0 & 0 & 341\\
cityd97 & 0.003 & 0.054 & 0 & 1 & 341\\
cityd98 & 0.006 & 0.076 & 0 & 1 & 341\\
cityd99 & 0 & 0 & 0 & 0 & 341\\
cityd100 & 0.009 & 0.094 & 0 & 1 & 341\\
cityd101 & 0 & 0 & 0 & 0 & 341\\
cityd102 & 0 & 0 & 0 & 0 & 341\\
cityd103 & 0 & 0 & 0 & 0 & 341\\
cityd104 & 0 & 0 & 0 & 0 & 341\\
cityd105 & 0 & 0 & 0 & 0 & 341\\
cityd106 & 0 & 0 & 0 & 0 & 341\\
cityd107 & 0.006 & 0.076 & 0 & 1 & 341\\
cityd108 & 0 & 0 & 0 & 0 & 341\\
cityd109 & 0.003 & 0.054 & 0 & 1 & 341\\
cityd110 & 0.009 & 0.094 & 0 & 1 & 341\\
cityd111 & 0.009 & 0.094 & 0 & 1 & 341\\
cityd112 & 0.006 & 0.076 & 0 & 1 & 341\\
cityd113 & 0.006 & 0.076 & 0 & 1 & 341\\
cityd114 & 0 & 0 & 0 & 0 & 341\\
cityd115 & 0 & 0 & 0 & 0 & 341\\
cityd116 & 0 & 0 & 0 & 0 & 341\\
cityd117 & 0.012 & 0.108 & 0 & 1 & 341\\
cityd118 & 0 & 0 & 0 & 0 & 341\\
cityd119 & 0.015 & 0.12 & 0 & 1 & 341\\
cityd120 & 0 & 0 & 0 & 0 & 341\\
cityd121 & 0.003 & 0.054 & 0 & 1 & 341\\
cityd122 & 0.009 & 0.094 & 0 & 1 & 341\\
cityd123 & 0.018 & 0.132 & 0 & 1 & 341\\
cityd124 & 0.012 & 0.108 & 0 & 1 & 341\\
cityd125 & 0 & 0 & 0 & 0 & 341\\
cityd126 & 0.006 & 0.076 & 0 & 1 & 341\\
cityd127 & 0 & 0 & 0 & 0 & 341\\
cityd128 & 0.003 & 0.054 & 0 & 1 & 341\\
cityd129 & 0 & 0 & 0 & 0 & 341\\
cityd130 & 0 & 0 & 0 & 0 & 341\\
cityd131 & 0 & 0 & 0 & 0 & 341\\
cityd132 & 0 & 0 & 0 & 0 & 341\\
cityd133 & 0 & 0 & 0 & 0 & 341\\
cityd134 & 0.006 & 0.076 & 0 & 1 & 341\\
cityd135 & 0.012 & 0.108 & 0 & 1 & 341\\
cityd136 & 0.012 & 0.108 & 0 & 1 & 341\\
cityd137 & 0 & 0 & 0 & 0 & 341\\
cityd138 & 0 & 0 & 0 & 0 & 341\\
cityd139 & 0.006 & 0.076 & 0 & 1 & 341\\
cityd140 & 0 & 0 & 0 & 0 & 341\\
cityd141 & 0 & 0 & 0 & 0 & 341\\
cityd142 & 0.006 & 0.076 & 0 & 1 & 341\\
cityd143 & 0 & 0 & 0 & 0 & 341\\
cityd144 & 0.006 & 0.076 & 0 & 1 & 341\\
cityd145 & 0.006 & 0.076 & 0 & 1 & 341\\
cityd146 & 0.012 & 0.108 & 0 & 1 & 341\\
cityd147 & 0.012 & 0.108 & 0 & 1 & 341\\
cityd148 & 0.009 & 0.094 & 0 & 1 & 341\\
cityd149 & 0.003 & 0.054 & 0 & 1 & 341\\
cityd150 & 0.015 & 0.12 & 0 & 1 & 341\\
cityd151 & 0 & 0 & 0 & 0 & 341\\
cityd152 & 0.003 & 0.054 & 0 & 1 & 341\\
cityd153 & 0 & 0 & 0 & 0 & 341\\
cityd154 & 0.009 & 0.094 & 0 & 1 & 341\\
cityd155 & 0 & 0 & 0 & 0 & 341\\
cityd156 & 0 & 0 & 0 & 0 & 341\\
cityd157 & 0 & 0 & 0 & 0 & 341\\
cityd158 & 0 & 0 & 0 & 0 & 341\\
cityd159 & 0.006 & 0.076 & 0 & 1 & 341\\
cityd160 & 0.009 & 0.094 & 0 & 1 & 341\\
cityd161 & 0 & 0 & 0 & 0 & 341\\
cityd162 & 0.006 & 0.076 & 0 & 1 & 341\\
cityd163 & 0 & 0 & 0 & 0 & 341\\
cityd164 & 0.003 & 0.054 & 0 & 1 & 341\\
cityd165 & 0.009 & 0.094 & 0 & 1 & 341\\
cityd166 & 0 & 0 & 0 & 0 & 341\\
cityd167 & 0 & 0 & 0 & 0 & 341\\
cityd168 & 0 & 0 & 0 & 0 & 341\\
cityd169 & 0 & 0 & 0 & 0 & 341\\
cityd170 & 0 & 0 & 0 & 0 & 341\\
cityd171 & 0 & 0 & 0 & 0 & 341\\
cityd172 & 0.015 & 0.12 & 0 & 1 & 341\\
cityd173 & 0 & 0 & 0 & 0 & 341\\
cityd174 & 0.009 & 0.094 & 0 & 1 & 341\\
cityd175 & 0.003 & 0.054 & 0 & 1 & 341\\
cityd176 & 0.003 & 0.054 & 0 & 1 & 341\\
cityd177 & 0.012 & 0.108 & 0 & 1 & 341\\
cityd178 & 0 & 0 & 0 & 0 & 341\\
cityd179 & 0.003 & 0.054 & 0 & 1 & 341\\
cityd180 & 0 & 0 & 0 & 0 & 341\\
cityd181 & 0 & 0 & 0 & 0 & 341\\
cityd182 & 0 & 0 & 0 & 0 & 341\\
cityd183 & 0.009 & 0.094 & 0 & 1 & 341\\
cityd184 & 0 & 0 & 0 & 0 & 341\\
cityd185 & 0 & 0 & 0 & 0 & 341\\
cityd186 & 0.012 & 0.108 & 0 & 1 & 341\\
cityd187 & 0.009 & 0.094 & 0 & 1 & 341\\
cityd188 & 0.006 & 0.076 & 0 & 1 & 341\\
cityd189 & 0.006 & 0.076 & 0 & 1 & 341\\
cityd190 & 0.006 & 0.076 & 0 & 1 & 341\\
cityd191 & 0.012 & 0.108 & 0 & 1 & 341\\
cityd192 & 0.009 & 0.094 & 0 & 1 & 341\\
cityd193 & 0 & 0 & 0 & 0 & 341\\
cityd194 & 0.021 & 0.142 & 0 & 1 & 341\\
cityd195 & 0 & 0 & 0 & 0 & 341\\
cityd196 & 0.009 & 0.094 & 0 & 1 & 341\\
cityd197 & 0 & 0 & 0 & 0 & 341\\
cityd198 & 0.006 & 0.076 & 0 & 1 & 341\\
cityd199 & 0.009 & 0.094 & 0 & 1 & 341\\
cityd200 & 0 & 0 & 0 & 0 & 341\\
cityd201 & 0 & 0 & 0 & 0 & 341\\
cityd202 & 0.009 & 0.094 & 0 & 1 & 341\\
cityd203 & 0.003 & 0.054 & 0 & 1 & 341\\
cityd204 & 0.003 & 0.054 & 0 & 1 & 341\\
cityd205 & 0.009 & 0.094 & 0 & 1 & 341\\
cityd206 & 0 & 0 & 0 & 0 & 341\\
cityd207 & 0 & 0 & 0 & 0 & 341\\
cityd208 & 0 & 0 & 0 & 0 & 341\\
cityd209 & 0.006 & 0.076 & 0 & 1 & 341\\
cityd210 & 0.006 & 0.076 & 0 & 1 & 341\\
cityd211 & 0.006 & 0.076 & 0 & 1 & 341\\
cityd212 & 0.009 & 0.094 & 0 & 1 & 341\\
cityd213 & 0 & 0 & 0 & 0 & 341\\
cityd214 & 0.006 & 0.076 & 0 & 1 & 341\\
cityd215 & 0 & 0 & 0 & 0 & 341\\
cityd216 & 0.009 & 0.094 & 0 & 1 & 341\\
cityd217 & 0.012 & 0.108 & 0 & 1 & 341\\
cityd218 & 0 & 0 & 0 & 0 & 341\\
cityd219 & 0 & 0 & 0 & 0 & 341\\
cityd220 & 0 & 0 & 0 & 0 & 341\\
cityd221 & 0 & 0 & 0 & 0 & 341\\
cityd222 & 0.018 & 0.132 & 0 & 1 & 341\\
cityd223 & 0.009 & 0.094 & 0 & 1 & 341\\
cityd224 & 0 & 0 & 0 & 0 & 341\\
cityd225 & 0 & 0 & 0 & 0 & 341\\
cityd226 & 0 & 0 & 0 & 0 & 341\\
cityd227 & 0.012 & 0.108 & 0 & 1 & 341\\
cityd228 & 0 & 0 & 0 & 0 & 341\\
cityd229 & 0 & 0 & 0 & 0 & 341\\
cityd230 & 0 & 0 & 0 & 0 & 341\\
cityd231 & 0.009 & 0.094 & 0 & 1 & 341\\
cityd232 & 0.021 & 0.142 & 0 & 1 & 341\\
cityd233 & 0.006 & 0.076 & 0 & 1 & 341\\
cityd234 & 0 & 0 & 0 & 0 & 341\\
use3 & 1 & 0 & 1 & 1 & 340\\
retired & 0.031 & 0.175 & 0 & 1 & 286\\
retireset & 1 & 0 & 1 & 1 & 286\\
retired2 & 0.018 & 0.132 & 0 & 1 & 282\\
retire3 & 1 & 0 & 1 & 1 & 4\\
limitedretire & 0.556 & 0.527 & 0 & 1 & 9\\
incumbentrunnerparty &  &  &  &  & 0\\
retireparty &  &  &  &  & 0\\
try & 0.971 & 0.169 & 0 & 1 & 341\\
loserrace &  &  &  &  & 0\\
loserraced1 & 0.039 & 0.194 & 0 & 1 & 231\\
loserraced2 & 0.203 & 0.403 & 0 & 1 & 231\\
loserraced3 & 0.095 & 0.294 & 0 & 1 & 231\\
loserraced4 & 0.662 & 0.474 & 0 & 1 & 231\\
retirepartyd1 & 0.592 & 0.492 & 0 & 1 & 233\\
retirepartyd2 & 0 & 0 & 0 & 0 & 233\\
retirepartyd3 & 0.03 & 0.171 & 0 & 1 & 233\\
retirepartyd4 & 0.004 & 0.066 & 0 & 1 & 233\\
retirepartyd5 & 0.004 & 0.066 & 0 & 1 & 233\\
retirepartyd6 & 0.03 & 0.171 & 0 & 1 & 233\\
retirepartyd7 & 0 & 0 & 0 & 0 & 233\\
retirepartyd8 & 0.339 & 0.474 & 0 & 1 & 233\\
victories & 2.718 & 1.448 & 1 & 8 & 341\\
retirerace &  &  &  &  & 0\\
retireraced1 & 0.012 & 0.108 & 0 & 1 & 257\\
retireraced2 & 0.167 & 0.374 & 0 & 1 & 257\\
retireraced3 & 0.101 & 0.302 & 0 & 1 & 257\\
retireraced4 & 0.72 & 0.45 & 0 & 1 & 257\\
retireracewhite & 0.72 & 0.45 & 0 & 1 & 257\\
retirepartyd & 0.592 & 0.492 & 0 & 1 & 233\\
effectlb & -0.02 & 0.022 & -0.036 & 0.016 & 288\\
effectub & 0.094 & 0.029 & 0.069 & 0.14 & 288\\
unest & 0.591 & 0.022 & 0.555 & 0.62 & 341\\
unlb & 0.568 & 0.025 & 0.521 & 0.591 & 341\\
ubub & 0.613 & 0.022 & 0.589 & 0.648 & 341\\
estviol & 0.588 & 0.021 & 0.541 & 0.676 & 303\\
lbviol & 0.562 & 0.017 & 0.482 & 0.584 & 303\\
ubviol & 0.615 & 0.028 & 0.598 & 0.773 & 303\\
pvpropcrime & 0.59 & 0.054 & 0.446 & 0.814 & 288\\
estprop & 0.589 & 0.022 & 0.556 & 0.649 & 157\\
lbprop & 0.558 & 0.029 & 0.502 & 0.582 & 157\\
ubprop & 0.62 & 0.024 & 0.604 & 0.728 & 157\\
novelection & 0.569 & 0.496 & 0 & 1 & 341\\
termlimit & 0.751 & 0.433 & 0 & 1 & 341\\
evenyear & 0.396 & 0.49 & 0 & 1 & 341\\
mayorhasbudgetaut & 0.653 & 0.478 & 0 & 1 & 124\\
localandnovelec & 0.208 & 0.407 & 0 & 1 & 341\\
councilselection & 2.185 & 0.810 & 1 & 3 & 124\\
atlarge & 0.25 & 0.435 & 0 & 1 & 124\\
bywardordist & 0.315 & 0.466 & 0 & 1 & 124\\
mixorlargeandward & 0.435 & 0.498 & 0 & 1 & 124\\
atlargeorward & 0.565 & 0.498 & 0 & 1 & 124\\
partisan2 & 0.128 & 0.334 & 0 & 1 & 290\\
partyballot2 & 0.293 & 0.456 & 0 & 1 & 229\\
diffwinnerandloser & 27.288 & 18.651 & 0 & 70.995 & 273\\
cityindsi & 1 & 0 & 1 & 1 & 330\\
wonws2 & 0.012 & 0.108 & 0 & 1 & 341\\
wonsb2 & 0.006 & 0.076 & 0 & 1 & 341\\
wonncaa2 & 0 & 0 & 0 & 0 & 341\\
wonany & 0.018 & 0.132 & 0 & 1 & 341\\
election & 1 & 0 & 1 & 1 & 340\\
electionspercityinds & 3.716 & 1.619 & 1 & 7 & 341\\
crimemurderandnonmanslaugcity & 0.001 & 0.001 & 0 & 0.005 & 313\\
crimeaggassaultratecity & 539.198 & 338.255 & 29.2 & 2306.9 & 313\\
crimemurderandnonmanslaugus & 6.601 & 1.582 & 4.7 & 9.800 & 340\\
crimeaggassaultus & 341.4 & 62.164 & 242.3 & 441.9 & 340\\
DIFFmurderuscity & -0.046 & 0.081 & -0.418 & 0.094 & 313\\
DIFFassaultuscity & -1.988 & 3.276 & -18.735 & 3.531 & 313\\
incumbperc2 & 0.626 & 0.106 & 0.207 & 0.989 & 283\\
m & 0.255 & 0.2 & -0.002 & 0.71 & 273\\
wonwsorsb & 0.018 & 0.132 & 0 & 1 & 341\\
count & 1 & 0 & 1 & 1 & 341\\
DIFFusmonthcitymonth5 & 3.211 & 1.384 & 1 & 5 & 341\\
countDIFF & 245.979 & 4.972 & 238 & 254 & 341\\
unemploquin & 3.211 & 1.384 & 1 & 5 & 341\\
estn & 0.036 & 0.031 & 0 & 0.091 & 341\\
lbn & -0.012 & 0.029 & -0.032 & 0.036 & 288\\
ubn & 0.098 & 0.03 & 0.07 & 0.146 & 288\\
lineardiff & 0.592 & 0.053 & 0.396 & 0.73 & 341\\
lineardiff2 & 0.592 & 0.047 & 0.414 & 0.696 & 341\\
lineardiff3 & 0.592 & 0.048 & 0.411 & 0.697 & 341\\
lineardiff4 & 0.592 & 0.048 & 0.406 & 0.701 & 341\\
lineardiff5 & 0.592 & 0.048 & 0.406 & 0.701 & 341\\
ld2 & 0.042 & 0.053 & -0.154 & 0.18 & 341\\
difftest2 & -0.34 & 2.468 & -9 & 6 & 341\\
pv & 0.592 & 0.051 & 0.425 & 0.712 & 341\\
t & -198.809 & 327.589 & -1873.5 & 353.1 & 313\\
investmayor & 0.069 & 0.254 & 0 & 1 & 319\\
investmayor2 & 0.1 & 0.3 & 0 & 1 & 330\\
lessthan1sd & 1 & 0 & 1 & 1 & 11\\
take2 & 1 & 0 & 1 & 1 & 11\\
dailypaper2 & 0.873 & 0.334 & 0 & 1 & 150\\
homociderateCITY & 0.011 & 0.008 & 0 & 0.041 & 295\\
homiciderateCITY1yrch & -0.001 & 0.004 & -0.026 & 0.01 & 291\\
newretiredef & 0.818 & 0.386 & 0 & 1 & 341\\
unemployCITY1yearch2 & 0.002 & 0.013 & -0.023 & 0.063 & 332\\
hpiCITY1yrch & 0.051 & 0.151 & -0.571 & 0.565 & 341\\
pcpincCITYch1yr & 0.102 & 0.099 & -0.333 & 0.601 & 341\\
violentcrimerateCITY1yrch & -0.01 & 0.134 & -0.641 & 0.618 & 306\\
pvdiff & 0.592 & 0.046 & 0.448 & 0.73 & 341\\
est & 0.592 & 0.026 & 0.501 & 0.659 & 341\\
margin & 0.592 & 0.02 & 0.521 & 0.645 & 341\\
lb & 0.567 & 0.029 & 0.439 & 0.588 & 341\\
ub & 0.617 & 0.016 & 0.601 & 0.701 & 341\\
citystabbr &  &  &  &  & 0\\
group2 & 56.1 & 35.123 & 1 & 115 & 341\\
\_est\_newretire & 1 & 0 & 1 & 1 & 341\\
\_est\_unspecmonann & 0.581 & 0.494 & 0 & 1 & 341\\
\_est\_allretiremonann & 0.619 & 0.486 & 0 & 1 & 341\\
incumbentpartyd & 0.667 & 0.472 & 0 & 1 & 261\\
nolim & 1 & 0 & 1 & 1 & 341\\
\hline
\end{tabular}
\end{table}
%------- End LaTeX code -------%
{txt}
{com}. 
. ** table 10: difference in subsets
. ***** subsets
. reg incumbentpercent DIFFusmonthcitymonth unemploymonthlyus CENSUS2000medhhinc logCENSUS2000pop CENSUS2000hispanicpercent CENSUS2000blackpercent CENSUS2000bachdegplus CENSUS2000medhomevalue CENSUS1990medhhinc mayorcouncildum demvs1988 year if cityinds==1 & demvs19882==1, cluster(citystabbr)

{txt}Linear regression                                      Number of obs ={res}     189
                                                       {txt}F( 12,    58) ={res}    2.20
                                                       {txt}Prob > F      = {res} 0.0234
                                                       {txt}R-squared     = {res} 0.1610
                                                       {txt}Root MSE      = {res} .11732

{txt}{ralign 78:(Std. Err. adjusted for {res:59} clusters in citystabbr)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}incumbentp~t{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
DIFFusmont~h {c |}{col 14}{res}{space 2} .0160012{col 26}{space 2} .0048416{col 37}{space 1}    3.30{col 46}{space 3}0.002{col 54}{space 4} .0063097{col 67}{space 3} .0256927
{txt}unemploymo~s {c |}{col 14}{res}{space 2} .0059122{col 26}{space 2} .0049034{col 37}{space 1}    1.21{col 46}{space 3}0.233{col 54}{space 4}-.0039031{col 67}{space 3} .0157274
{txt}CENSUS2000~c {c |}{col 14}{res}{space 2} .0078582{col 26}{space 2} .0033038{col 37}{space 1}    2.38{col 46}{space 3}0.021{col 54}{space 4}  .001245{col 67}{space 3} .0144715
{txt}logCENSUS2~p {c |}{col 14}{res}{space 2} .0301013{col 26}{space 2} .0160226{col 37}{space 1}    1.88{col 46}{space 3}0.065{col 54}{space 4}-.0019715{col 67}{space 3}  .062174
{txt}CEN~cpercent {c |}{col 14}{res}{space 2} .0761048{col 26}{space 2} .0798159{col 37}{space 1}    0.95{col 46}{space 3}0.344{col 54}{space 4}-.0836641{col 67}{space 3} .2358738
{txt}CEN~kpercent {c |}{col 14}{res}{space 2}-.0805196{col 26}{space 2} .1145185{col 37}{space 1}   -0.70{col 46}{space 3}0.485{col 54}{space 4}-.3097533{col 67}{space 3} .1487141
{txt}CENSUS2000~s {c |}{col 14}{res}{space 2}-.4449934{col 26}{space 2} .2604775{col 37}{space 1}   -1.71{col 46}{space 3}0.093{col 54}{space 4}-.9663957{col 67}{space 3} .0764089
{txt}CENSUS2000~e {c |}{col 14}{res}{space 2} .0002521{col 26}{space 2} .0021315{col 37}{space 1}    0.12{col 46}{space 3}0.906{col 54}{space 4}-.0040146{col 67}{space 3} .0045188
{txt}CENSUS1990~c {c |}{col 14}{res}{space 2}-.0066947{col 26}{space 2} .0033146{col 37}{space 1}   -2.02{col 46}{space 3}0.048{col 54}{space 4}-.0133296{col 67}{space 3}-.0000598
{txt}mayorcounc~m {c |}{col 14}{res}{space 2} .0021532{col 26}{space 2} .0265864{col 37}{space 1}    0.08{col 46}{space 3}0.936{col 54}{space 4}-.0510652{col 67}{space 3} .0553715
{txt}{space 3}demvs1988 {c |}{col 14}{res}{space 2} .2972752{col 26}{space 2} .2702363{col 37}{space 1}    1.10{col 46}{space 3}0.276{col 54}{space 4}-.2436614{col 67}{space 3} .8382118
{txt}{space 8}year {c |}{col 14}{res}{space 2} .0029408{col 26}{space 2} .0020491{col 37}{space 1}    1.44{col 46}{space 3}0.157{col 54}{space 4}-.0011609{col 67}{space 3} .0070425
{txt}{space 7}_cons {c |}{col 14}{res}{space 2}-5.867678{col 26}{space 2} 4.185773{col 37}{space 1}   -1.40{col 46}{space 3}0.166{col 54}{space 4}-14.24641{col 67}{space 3} 2.511057
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}
{com}. eststo demlow
{txt}
{com}. 
. reg incumbentpercent DIFFusmonthcitymonth unemploymonthlyus CENSUS2000medhhinc logCENSUS2000pop CENSUS2000hispanicpercent CENSUS2000blackpercent CENSUS2000bachdegplus CENSUS2000medhomevalue CENSUS1990medhhinc mayorcouncildum demvs1988  year if cityinds==1 & demvs19882==2, cluster(citystabbr)

{txt}Linear regression                                      Number of obs ={res}     152
                                                       {txt}F( 12,    55) ={res}    3.12
                                                       {txt}Prob > F      = {res} 0.0020
                                                       {txt}R-squared     = {res} 0.0887
                                                       {txt}Root MSE      = {res} .13447

{txt}{ralign 78:(Std. Err. adjusted for {res:56} clusters in citystabbr)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}incumbentp~t{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
DIFFusmont~h {c |}{col 14}{res}{space 2} .0048058{col 26}{space 2} .0065041{col 37}{space 1}    0.74{col 46}{space 3}0.463{col 54}{space 4}-.0082286{col 67}{space 3} .0178402
{txt}unemploymo~s {c |}{col 14}{res}{space 2}-.0114614{col 26}{space 2} .0093853{col 37}{space 1}   -1.22{col 46}{space 3}0.227{col 54}{space 4}-.0302699{col 67}{space 3} .0073471
{txt}CENSUS2000~c {c |}{col 14}{res}{space 2} .0078392{col 26}{space 2} .0023835{col 37}{space 1}    3.29{col 46}{space 3}0.002{col 54}{space 4} .0030626{col 67}{space 3} .0126158
{txt}logCENSUS2~p {c |}{col 14}{res}{space 2}-.0088334{col 26}{space 2} .0132029{col 37}{space 1}   -0.67{col 46}{space 3}0.506{col 54}{space 4}-.0352927{col 67}{space 3} .0176258
{txt}CEN~cpercent {c |}{col 14}{res}{space 2} .0349104{col 26}{space 2} .0730921{col 37}{space 1}    0.48{col 46}{space 3}0.635{col 54}{space 4}-.1115695{col 67}{space 3} .1813902
{txt}CEN~kpercent {c |}{col 14}{res}{space 2} .0539257{col 26}{space 2} .0842717{col 37}{space 1}    0.64{col 46}{space 3}0.525{col 54}{space 4}-.1149586{col 67}{space 3} .2228101
{txt}CENSUS2000~s {c |}{col 14}{res}{space 2}-.1786686{col 26}{space 2} .2461941{col 37}{space 1}   -0.73{col 46}{space 3}0.471{col 54}{space 4}-.6720527{col 67}{space 3} .3147154
{txt}CENSUS2000~e {c |}{col 14}{res}{space 2}-.0014766{col 26}{space 2} .0019252{col 37}{space 1}   -0.77{col 46}{space 3}0.446{col 54}{space 4}-.0053348{col 67}{space 3} .0023816
{txt}CENSUS1990~c {c |}{col 14}{res}{space 2}-.0075167{col 26}{space 2}  .002695{col 37}{space 1}   -2.79{col 46}{space 3}0.007{col 54}{space 4}-.0129175{col 67}{space 3}-.0021159
{txt}mayorcounc~m {c |}{col 14}{res}{space 2} .0520973{col 26}{space 2} .0307407{col 37}{space 1}    1.69{col 46}{space 3}0.096{col 54}{space 4}-.0095085{col 67}{space 3} .1137032
{txt}{space 3}demvs1988 {c |}{col 14}{res}{space 2}-.2037249{col 26}{space 2} .1812273{col 37}{space 1}   -1.12{col 46}{space 3}0.266{col 54}{space 4}-.5669125{col 67}{space 3} .1594628
{txt}{space 8}year {c |}{col 14}{res}{space 2}-.0012399{col 26}{space 2} .0021835{col 37}{space 1}   -0.57{col 46}{space 3}0.572{col 54}{space 4}-.0056158{col 67}{space 3}  .003136
{txt}{space 7}_cons {c |}{col 14}{res}{space 2} 3.270376{col 26}{space 2} 4.400051{col 37}{space 1}    0.74{col 46}{space 3}0.460{col 54}{space 4}-5.547524{col 67}{space 3} 12.08828
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}
{com}. eststo demhigh 
{txt}
{com}. 
. clear
{txt}
{com}. 
. set seed 1112
{txt}
{com}. set obs 10000
{txt}obs was 0, now 10000

{com}. matrix m=(.016, .005)
{txt}
{com}. matrix sd=(.005, .007)
{txt}
{com}. drawnorm xvar xvar2, n(10000) means(m) sds(sd)
{txt}
{com}. 
. **summarize the simulated coefficients
. summ xvar if xvar <0

{txt}    Variable {c |}       Obs        Mean    Std. Dev.       Min        Max
{hline 13}{c +}{hline 56}
{space 8}xvar {c |}{res}         8   -.0019155    .0013093  -.0042395  -.0005251
{txt}
{com}. summ xvar2 if xvar2 <0

{txt}    Variable {c |}       Obs        Mean    Std. Dev.       Min        Max
{hline 13}{c +}{hline 56}
{space 7}xvar2 {c |}{res}      2430   -.0040783    .0033755  -.0195516  -1.56e-06
{txt}
{com}. 
. **flag observations where x1 > x2 and summarize
. gen x1_xvar = 0
{txt}
{com}. replace x1_xvar = 1 if xvar > xvar2
{txt}(8970 real changes made)

{com}. *p value
. summ x1_xvar

{txt}    Variable {c |}       Obs        Mean    Std. Dev.       Min        Max
{hline 13}{c +}{hline 56}
{space 5}x1_xvar {c |}{res}     10000        .897    .3039741          0          1
{txt}
{com}. 
. clear
{txt}
{com}. use "/Users/lindsaypettingill/Dropbox/cityelections/datasets/most_recent/mayoralelections_final_full.dta"
{txt}
{com}. reg incumbentpercent DIFFusmonthcitymonth unemploymonthlyus CENSUS2000medhhinc logCENSUS2000pop CENSUS2000hispanicpercent CENSUS2000blackpercent CENSUS2000bachdegplus CENSUS2000medhomevalue CENSUS1990medhhinc mayorcouncildum demvs1988  year if cityinds==1 & incumbentparty=="R", cluster(citystabbr)

{txt}Linear regression                                      Number of obs ={res}      87
                                                       {txt}F( 12,    43) ={res}    2.48
                                                       {txt}Prob > F      = {res} 0.0145
                                                       {txt}R-squared     = {res} 0.1860
                                                       {txt}Root MSE      = {res} .11385

{txt}{ralign 78:(Std. Err. adjusted for {res:44} clusters in citystabbr)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}incumbentp~t{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
DIFFusmont~h {c |}{col 14}{res}{space 2} .0156028{col 26}{space 2} .0106448{col 37}{space 1}    1.47{col 46}{space 3}0.150{col 54}{space 4}-.0058645{col 67}{space 3}   .03707
{txt}unemploymo~s {c |}{col 14}{res}{space 2} .0050616{col 26}{space 2} .0082981{col 37}{space 1}    0.61{col 46}{space 3}0.545{col 54}{space 4}-.0116732{col 67}{space 3} .0217964
{txt}CENSUS2000~c {c |}{col 14}{res}{space 2} .0053767{col 26}{space 2} .0053749{col 37}{space 1}    1.00{col 46}{space 3}0.323{col 54}{space 4}-.0054628{col 67}{space 3} .0162162
{txt}logCENSUS2~p {c |}{col 14}{res}{space 2}-.0015025{col 26}{space 2} .0196972{col 37}{space 1}   -0.08{col 46}{space 3}0.940{col 54}{space 4}-.0412258{col 67}{space 3} .0382208
{txt}CEN~cpercent {c |}{col 14}{res}{space 2} -.014549{col 26}{space 2} .1200872{col 37}{space 1}   -0.12{col 46}{space 3}0.904{col 54}{space 4} -.256728{col 67}{space 3} .2276299
{txt}CEN~kpercent {c |}{col 14}{res}{space 2}-.1365978{col 26}{space 2} .1651964{col 37}{space 1}   -0.83{col 46}{space 3}0.413{col 54}{space 4}-.4697481{col 67}{space 3} .1965524
{txt}CENSUS2000~s {c |}{col 14}{res}{space 2}-.6341213{col 26}{space 2} .3589453{col 37}{space 1}   -1.77{col 46}{space 3}0.084{col 54}{space 4}-1.358003{col 67}{space 3} .0897609
{txt}CENSUS2000~e {c |}{col 14}{res}{space 2}-.0021701{col 26}{space 2} .0024909{col 37}{space 1}   -0.87{col 46}{space 3}0.388{col 54}{space 4}-.0071935{col 67}{space 3} .0028534
{txt}CENSUS1990~c {c |}{col 14}{res}{space 2}-.0039811{col 26}{space 2} .0062238{col 37}{space 1}   -0.64{col 46}{space 3}0.526{col 54}{space 4}-.0165326{col 67}{space 3} .0085705
{txt}mayorcounc~m {c |}{col 14}{res}{space 2}-.0223031{col 26}{space 2} .0407807{col 37}{space 1}   -0.55{col 46}{space 3}0.587{col 54}{space 4}-.1045451{col 67}{space 3}  .059939
{txt}{space 3}demvs1988 {c |}{col 14}{res}{space 2}-.0731846{col 26}{space 2} .1638754{col 37}{space 1}   -0.45{col 46}{space 3}0.657{col 54}{space 4}-.4036709{col 67}{space 3} .2573016
{txt}{space 8}year {c |}{col 14}{res}{space 2} .0019037{col 26}{space 2} .0023207{col 37}{space 1}    0.82{col 46}{space 3}0.417{col 54}{space 4}-.0027765{col 67}{space 3} .0065838
{txt}{space 7}_cons {c |}{col 14}{res}{space 2}-3.110713{col 26}{space 2} 4.612041{col 37}{space 1}   -0.67{col 46}{space 3}0.504{col 54}{space 4}-12.41178{col 67}{space 3} 6.190355
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}
{com}. eststo repincumb
{txt}
{com}. 
. reg incumbentpercent DIFFusmonthcitymonth unemploymonthlyus CENSUS2000medhhinc logCENSUS2000pop CENSUS2000hispanicpercent CENSUS2000blackpercent CENSUS2000bachdegplus CENSUS2000medhomevalue CENSUS1990medhhinc mayorcouncildum demvs1988 year if cityinds==1 & incumbentparty=="D", cluster(citystabbr)

{txt}Linear regression                                      Number of obs ={res}     174
                                                       {txt}F( 12,    76) ={res}    1.07
                                                       {txt}Prob > F      = {res} 0.3997
                                                       {txt}R-squared     = {res} 0.0849
                                                       {txt}Root MSE      = {res} .12859

{txt}{ralign 78:(Std. Err. adjusted for {res:77} clusters in citystabbr)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}incumbentp~t{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
DIFFusmont~h {c |}{col 14}{res}{space 2}  .013143{col 26}{space 2} .0057621{col 37}{space 1}    2.28{col 46}{space 3}0.025{col 54}{space 4} .0016668{col 67}{space 3} .0246193
{txt}unemploymo~s {c |}{col 14}{res}{space 2} -.002762{col 26}{space 2}  .006924{col 37}{space 1}   -0.40{col 46}{space 3}0.691{col 54}{space 4}-.0165524{col 67}{space 3} .0110283
{txt}CENSUS2000~c {c |}{col 14}{res}{space 2} .0026464{col 26}{space 2}  .003684{col 37}{space 1}    0.72{col 46}{space 3}0.475{col 54}{space 4}-.0046909{col 67}{space 3} .0099837
{txt}logCENSUS2~p {c |}{col 14}{res}{space 2} .0203509{col 26}{space 2} .0184024{col 37}{space 1}    1.11{col 46}{space 3}0.272{col 54}{space 4}-.0163007{col 67}{space 3} .0570025
{txt}CEN~cpercent {c |}{col 14}{res}{space 2} .0665277{col 26}{space 2} .0919333{col 37}{space 1}    0.72{col 46}{space 3}0.472{col 54}{space 4}-.1165733{col 67}{space 3} .2496287
{txt}CEN~kpercent {c |}{col 14}{res}{space 2} .0468583{col 26}{space 2} .1056966{col 37}{space 1}    0.44{col 46}{space 3}0.659{col 54}{space 4}-.1636548{col 67}{space 3} .2573713
{txt}CENSUS2000~s {c |}{col 14}{res}{space 2}-.3045849{col 26}{space 2} .2520343{col 37}{space 1}   -1.21{col 46}{space 3}0.231{col 54}{space 4}-.8065547{col 67}{space 3}  .197385
{txt}CENSUS2000~e {c |}{col 14}{res}{space 2}-.0021678{col 26}{space 2} .0016446{col 37}{space 1}   -1.32{col 46}{space 3}0.191{col 54}{space 4}-.0054432{col 67}{space 3} .0011077
{txt}CENSUS1990~c {c |}{col 14}{res}{space 2} .0000747{col 26}{space 2} .0040223{col 37}{space 1}    0.02{col 46}{space 3}0.985{col 54}{space 4}-.0079365{col 67}{space 3} .0080859
{txt}mayorcounc~m {c |}{col 14}{res}{space 2} .0170421{col 26}{space 2} .0303255{col 37}{space 1}    0.56{col 46}{space 3}0.576{col 54}{space 4}-.0433564{col 67}{space 3} .0774405
{txt}{space 3}demvs1988 {c |}{col 14}{res}{space 2} .1560799{col 26}{space 2} .1362679{col 37}{space 1}    1.15{col 46}{space 3}0.256{col 54}{space 4}-.1153211{col 67}{space 3}  .427481
{txt}{space 8}year {c |}{col 14}{res}{space 2} .0020425{col 26}{space 2} .0022733{col 37}{space 1}    0.90{col 46}{space 3}0.372{col 54}{space 4}-.0024851{col 67}{space 3}   .00657
{txt}{space 7}_cons {c |}{col 14}{res}{space 2}  -3.8725{col 26}{space 2} 4.573639{col 37}{space 1}   -0.85{col 46}{space 3}0.400{col 54}{space 4}-12.98169{col 67}{space 3} 5.236691
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}
{com}. eststo demincumb
{txt}
{com}. 
. clear
{txt}
{com}. 
. set seed 1115
{txt}
{com}. set obs 10000
{txt}obs was 0, now 10000

{com}. matrix m=(.016, .013)
{txt}
{com}. matrix sd=(.011, .006)
{txt}
{com}. drawnorm xvar xvar2, n(10000) means(m) sds(sd)
{txt}
{com}. 
. **summarize the simulated coefficients
. summ xvar if xvar <0

{txt}    Variable {c |}       Obs        Mean    Std. Dev.       Min        Max
{hline 13}{c +}{hline 56}
{space 8}xvar {c |}{res}       724   -.0048647    .0044083  -.0236919  -2.79e-06
{txt}
{com}. summ xvar2 if xvar2 <0

{txt}    Variable {c |}       Obs        Mean    Std. Dev.       Min        Max
{hline 13}{c +}{hline 56}
{space 7}xvar2 {c |}{res}       161   -.0018399     .001796  -.0115391  -.0000101
{txt}
{com}. 
. **flag observations where x1 > x2 and summarize
. gen x1_xvar = 0
{txt}
{com}. replace x1_xvar = 1 if xvar > xvar2
{txt}(5915 real changes made)

{com}. *p value
. summ x1_xvar

{txt}    Variable {c |}       Obs        Mean    Std. Dev.       Min        Max
{hline 13}{c +}{hline 56}
{space 5}x1_xvar {c |}{res}     10000       .5915     .491581          0          1
{txt}
{com}. 
. clear
{txt}
{com}. use "/Users/lindsaypettingill/Dropbox/cityelections/datasets/most_recent/mayoralelections_final_full.dta"
{txt}
{com}. reg incumbentpercent DIFFusmonthcitymonth unemploymonthlyus CENSUS2000medhhinc logCENSUS2000pop CENSUS2000hispanicpercent CENSUS2000blackpercent CENSUS2000bachdegplus CENSUS2000medhomevalue CENSUS1990medhhinc mayorcouncildum demvs1988 year if cityinds==1 &mayorcouncildum==0, cluster(citystabbr)
{txt}note: mayorcouncildum omitted because of collinearity

Linear regression                                      Number of obs ={res}     195
                                                       {txt}F( 11,    60) ={res}    3.62
                                                       {txt}Prob > F      = {res} 0.0006
                                                       {txt}R-squared     = {res} 0.1548
                                                       {txt}Root MSE      = {res} .13216

{txt}{ralign 78:(Std. Err. adjusted for {res:61} clusters in citystabbr)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}incumbentp~t{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
DIFFusmont~h {c |}{col 14}{res}{space 2} .0108363{col 26}{space 2}  .006305{col 37}{space 1}    1.72{col 46}{space 3}0.091{col 54}{space 4}-.0017755{col 67}{space 3} .0234481
{txt}unemploymo~s {c |}{col 14}{res}{space 2}-.0076755{col 26}{space 2} .0075645{col 37}{space 1}   -1.01{col 46}{space 3}0.314{col 54}{space 4}-.0228068{col 67}{space 3} .0074558
{txt}CENSUS2000~c {c |}{col 14}{res}{space 2} .0089673{col 26}{space 2} .0025574{col 37}{space 1}    3.51{col 46}{space 3}0.001{col 54}{space 4} .0038518{col 67}{space 3} .0140828
{txt}logCENSUS2~p {c |}{col 14}{res}{space 2}-.0025108{col 26}{space 2} .0193009{col 37}{space 1}   -0.13{col 46}{space 3}0.897{col 54}{space 4}-.0411184{col 67}{space 3} .0360968
{txt}CEN~cpercent {c |}{col 14}{res}{space 2} .1267067{col 26}{space 2} .0640967{col 37}{space 1}    1.98{col 46}{space 3}0.053{col 54}{space 4}-.0015059{col 67}{space 3} .2549192
{txt}CEN~kpercent {c |}{col 14}{res}{space 2}-.0781248{col 26}{space 2} .1099137{col 37}{space 1}   -0.71{col 46}{space 3}0.480{col 54}{space 4}-.2979849{col 67}{space 3} .1417353
{txt}CENSUS2000~s {c |}{col 14}{res}{space 2}-.2697892{col 26}{space 2} .2095277{col 37}{space 1}   -1.29{col 46}{space 3}0.203{col 54}{space 4}-.6889071{col 67}{space 3} .1493286
{txt}CENSUS2000~e {c |}{col 14}{res}{space 2} .0003668{col 26}{space 2} .0019647{col 37}{space 1}    0.19{col 46}{space 3}0.853{col 54}{space 4}-.0035631{col 67}{space 3} .0042967
{txt}CENSUS1990~c {c |}{col 14}{res}{space 2} -.010761{col 26}{space 2} .0034117{col 37}{space 1}   -3.15{col 46}{space 3}0.003{col 54}{space 4}-.0175854{col 67}{space 3}-.0039365
{txt}mayorcounc~m {c |}{col 14}{res}{space 2}        0{col 26}{txt}  (omitted)
{space 3}demvs1988 {c |}{col 14}{res}{space 2}-.1672549{col 26}{space 2} .1735985{col 37}{space 1}   -0.96{col 46}{space 3}0.339{col 54}{space 4}-.5145036{col 67}{space 3} .1799938
{txt}{space 8}year {c |}{col 14}{res}{space 2} .0028514{col 26}{space 2} .0021242{col 37}{space 1}    1.34{col 46}{space 3}0.185{col 54}{space 4}-.0013977{col 67}{space 3} .0071004
{txt}{space 7}_cons {c |}{col 14}{res}{space 2}-4.988899{col 26}{space 2} 4.259472{col 37}{space 1}   -1.17{col 46}{space 3}0.246{col 54}{space 4}-13.50911{col 67}{space 3} 3.531313
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}
{com}. eststo mayorcouncildum0
{txt}
{com}. 
. reg incumbentpercent DIFFusmonthcitymonth unemploymonthlyus CENSUS2000medhhinc logCENSUS2000pop CENSUS2000hispanicpercent CENSUS2000blackpercent CENSUS2000bachdegplus CENSUS2000medhomevalue CENSUS1990medhhinc mayorcouncildum demvs1988 year if cityinds==1 & mayorcouncildum ==1, cluster(citystabbr)
{txt}note: mayorcouncildum omitted because of collinearity

Linear regression                                      Number of obs ={res}     146
                                                       {txt}F( 11,    53) ={res}    1.79
                                                       {txt}Prob > F      = {res} 0.0793
                                                       {txt}R-squared     = {res} 0.0905
                                                       {txt}Root MSE      = {res}  .1129

{txt}{ralign 78:(Std. Err. adjusted for {res:54} clusters in citystabbr)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}incumbentp~t{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
DIFFusmont~h {c |}{col 14}{res}{space 2} .0087616{col 26}{space 2} .0049773{col 37}{space 1}    1.76{col 46}{space 3}0.084{col 54}{space 4}-.0012216{col 67}{space 3} .0187448
{txt}unemploymo~s {c |}{col 14}{res}{space 2} .0013349{col 26}{space 2} .0065674{col 37}{space 1}    0.20{col 46}{space 3}0.840{col 54}{space 4}-.0118377{col 67}{space 3} .0145075
{txt}CENSUS2000~c {c |}{col 14}{res}{space 2} .0008852{col 26}{space 2} .0032561{col 37}{space 1}    0.27{col 46}{space 3}0.787{col 54}{space 4}-.0056457{col 67}{space 3} .0074161
{txt}logCENSUS2~p {c |}{col 14}{res}{space 2} .0019481{col 26}{space 2} .0157415{col 37}{space 1}    0.12{col 46}{space 3}0.902{col 54}{space 4}-.0296254{col 67}{space 3} .0335217
{txt}CEN~cpercent {c |}{col 14}{res}{space 2} .0661064{col 26}{space 2} .0671631{col 37}{space 1}    0.98{col 46}{space 3}0.329{col 54}{space 4}-.0686057{col 67}{space 3} .2008184
{txt}CEN~kpercent {c |}{col 14}{res}{space 2} .1085477{col 26}{space 2} .0793253{col 37}{space 1}    1.37{col 46}{space 3}0.177{col 54}{space 4}-.0505588{col 67}{space 3} .2676541
{txt}CENSUS2000~s {c |}{col 14}{res}{space 2} .0976048{col 26}{space 2} .2691543{col 37}{space 1}    0.36{col 46}{space 3}0.718{col 54}{space 4}-.4422503{col 67}{space 3} .6374599
{txt}CENSUS2000~e {c |}{col 14}{res}{space 2}-.0031776{col 26}{space 2} .0017414{col 37}{space 1}   -1.82{col 46}{space 3}0.074{col 54}{space 4}-.0066705{col 67}{space 3} .0003152
{txt}CENSUS1990~c {c |}{col 14}{res}{space 2} -.001294{col 26}{space 2} .0037537{col 37}{space 1}   -0.34{col 46}{space 3}0.732{col 54}{space 4}-.0088229{col 67}{space 3} .0062349
{txt}mayorcounc~m {c |}{col 14}{res}{space 2}        0{col 26}{txt}  (omitted)
{space 3}demvs1988 {c |}{col 14}{res}{space 2} .0697897{col 26}{space 2} .1085647{col 37}{space 1}    0.64{col 46}{space 3}0.523{col 54}{space 4}-.1479636{col 67}{space 3}  .287543
{txt}{space 8}year {c |}{col 14}{res}{space 2}-.0014089{col 26}{space 2} .0018116{col 37}{space 1}   -0.78{col 46}{space 3}0.440{col 54}{space 4}-.0050426{col 67}{space 3} .0022248
{txt}{space 7}_cons {c |}{col 14}{res}{space 2} 3.328585{col 26}{space 2} 3.633355{col 37}{space 1}    0.92{col 46}{space 3}0.364{col 54}{space 4}-3.959003{col 67}{space 3} 10.61617
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}
{com}. eststo mayorcouncildum1
{txt}
{com}. 
. clear
{txt}
{com}. 
. set seed 1117
{txt}
{com}. set obs 10000
{txt}obs was 0, now 10000

{com}. matrix m=(.011, .009)
{txt}
{com}. matrix sd=(.006, .005)
{txt}
{com}. drawnorm xvar xvar2, n(10000) means(m) sds(sd)
{txt}
{com}. 
. **summarize the simulated coefficients
. summ xvar if xvar <0

{txt}    Variable {c |}       Obs        Mean    Std. Dev.       Min        Max
{hline 13}{c +}{hline 56}
{space 8}xvar {c |}{res}       302   -.0023896    .0022548  -.0115628  -8.68e-06
{txt}
{com}. summ xvar2 if xvar2 <0

{txt}    Variable {c |}       Obs        Mean    Std. Dev.       Min        Max
{hline 13}{c +}{hline 56}
{space 7}xvar2 {c |}{res}       376   -.0019351     .001728  -.0104179  -5.62e-06
{txt}
{com}. 
. **flag observations where x1 > x2 and summarize
. gen x1_xvar = 0
{txt}
{com}. replace x1_xvar = 1 if xvar > xvar2
{txt}(6055 real changes made)

{com}. *p value
. summ x1_xvar

{txt}    Variable {c |}       Obs        Mean    Std. Dev.       Min        Max
{hline 13}{c +}{hline 56}
{space 5}x1_xvar {c |}{res}     10000       .6055    .4887675          0          1
{txt}
{com}. 
. clear
{txt}
{com}. use "/Users/lindsaypettingill/Dropbox/cityelections/datasets/most_recent/mayoralelections_final_full.dta"
{txt}
{com}. reg incumbentpercent DIFFusmonthcitymonth unemploymonthlyus CENSUS2000medhhinc logCENSUS2000pop CENSUS2000hispanicpercent CENSUS2000blackpercent CENSUS2000bachdegplus CENSUS2000medhomevalue CENSUS1990medhhinc mayorcouncildum demvs1988 year if cityinds==1 & atlarge ==0, cluster(citystabbr)

{txt}Linear regression                                      Number of obs ={res}      93
                                                       {txt}F( 12,    32) ={res}    2.58
                                                       {txt}Prob > F      = {res} 0.0161
                                                       {txt}R-squared     = {res} 0.2167
                                                       {txt}Root MSE      = {res} .12579

{txt}{ralign 78:(Std. Err. adjusted for {res:33} clusters in citystabbr)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}incumbentp~t{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
DIFFusmont~h {c |}{col 14}{res}{space 2} .0266128{col 26}{space 2} .0074506{col 37}{space 1}    3.57{col 46}{space 3}0.001{col 54}{space 4} .0114364{col 67}{space 3} .0417891
{txt}unemploymo~s {c |}{col 14}{res}{space 2} .0017225{col 26}{space 2} .0084441{col 37}{space 1}    0.20{col 46}{space 3}0.840{col 54}{space 4}-.0154775{col 67}{space 3} .0189226
{txt}CENSUS2000~c {c |}{col 14}{res}{space 2} .0139272{col 26}{space 2} .0093914{col 37}{space 1}    1.48{col 46}{space 3}0.148{col 54}{space 4}-.0052025{col 67}{space 3} .0330569
{txt}logCENSUS2~p {c |}{col 14}{res}{space 2}-.0204366{col 26}{space 2} .0261992{col 37}{space 1}   -0.78{col 46}{space 3}0.441{col 54}{space 4}-.0738025{col 67}{space 3} .0329293
{txt}CEN~cpercent {c |}{col 14}{res}{space 2} .1182521{col 26}{space 2} .1111551{col 37}{space 1}    1.06{col 46}{space 3}0.295{col 54}{space 4}-.1081634{col 67}{space 3} .3446677
{txt}CEN~kpercent {c |}{col 14}{res}{space 2} .2412149{col 26}{space 2} .1271811{col 37}{space 1}    1.90{col 46}{space 3}0.067{col 54}{space 4}-.0178445{col 67}{space 3} .5002744
{txt}CENSUS2000~s {c |}{col 14}{res}{space 2} -1.25363{col 26}{space 2} .4716673{col 37}{space 1}   -2.66{col 46}{space 3}0.012{col 54}{space 4}-2.214385{col 67}{space 3} -.292875
{txt}CENSUS2000~e {c |}{col 14}{res}{space 2} .0002469{col 26}{space 2} .0042249{col 37}{space 1}    0.06{col 46}{space 3}0.954{col 54}{space 4} -.008359{col 67}{space 3} .0088529
{txt}CENSUS1990~c {c |}{col 14}{res}{space 2}-.0098944{col 26}{space 2} .0126482{col 37}{space 1}   -0.78{col 46}{space 3}0.440{col 54}{space 4} -.035658{col 67}{space 3} .0158691
{txt}mayorcounc~m {c |}{col 14}{res}{space 2}-.0265152{col 26}{space 2} .0307137{col 37}{space 1}   -0.86{col 46}{space 3}0.394{col 54}{space 4} -.089077{col 67}{space 3} .0360465
{txt}{space 3}demvs1988 {c |}{col 14}{res}{space 2} .2218094{col 26}{space 2}  .194306{col 37}{space 1}    1.14{col 46}{space 3}0.262{col 54}{space 4}-.1739789{col 67}{space 3} .6175977
{txt}{space 8}year {c |}{col 14}{res}{space 2}-.0000835{col 26}{space 2} .0022655{col 37}{space 1}   -0.04{col 46}{space 3}0.971{col 54}{space 4}-.0046981{col 67}{space 3} .0045312
{txt}{space 7}_cons {c |}{col 14}{res}{space 2} .8044543{col 26}{space 2} 4.560301{col 37}{space 1}    0.18{col 46}{space 3}0.861{col 54}{space 4}-8.484575{col 67}{space 3} 10.09348
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}
{com}. eststo atlarge0
{txt}
{com}. 
. reg incumbentpercent DIFFusmonthcitymonth unemploymonthlyus CENSUS2000medhhinc logCENSUS2000pop CENSUS2000hispanicpercent CENSUS2000blackpercent CENSUS2000bachdegplus CENSUS2000medhomevalue CENSUS1990medhhinc mayorcouncildum demvs1988 year if cityinds==1 & atlarge ==1, cluster(citystabbr)

{txt}Linear regression                                      Number of obs ={res}      31
                                                       {help j_robustsingular:F(  8,     9) =}       .
                                                       {txt}Prob > F      = {res}      .
                                                       {txt}R-squared     = {res} 0.5570
                                                       {txt}Root MSE      = {res} .11257

{txt}{ralign 78:(Std. Err. adjusted for {res:10} clusters in citystabbr)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}incumbentp~t{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
DIFFusmont~h {c |}{col 14}{res}{space 2}-.0189519{col 26}{space 2} .0340028{col 37}{space 1}   -0.56{col 46}{space 3}0.591{col 54}{space 4}-.0958716{col 67}{space 3} .0579679
{txt}unemploymo~s {c |}{col 14}{res}{space 2}-.0121744{col 26}{space 2} .0217811{col 37}{space 1}   -0.56{col 46}{space 3}0.590{col 54}{space 4}-.0614466{col 67}{space 3} .0370978
{txt}CENSUS2000~c {c |}{col 14}{res}{space 2} .0260701{col 26}{space 2}  .017112{col 37}{space 1}    1.52{col 46}{space 3}0.162{col 54}{space 4}  -.01264{col 67}{space 3} .0647802
{txt}logCENSUS2~p {c |}{col 14}{res}{space 2} .5534973{col 26}{space 2} .4907638{col 37}{space 1}    1.13{col 46}{space 3}0.289{col 54}{space 4}-.5566874{col 67}{space 3} 1.663682
{txt}CEN~cpercent {c |}{col 14}{res}{space 2} .1041176{col 26}{space 2} .5947799{col 37}{space 1}    0.18{col 46}{space 3}0.865{col 54}{space 4}-1.241368{col 67}{space 3} 1.449603
{txt}CEN~kpercent {c |}{col 14}{res}{space 2}-.0866463{col 26}{space 2}  .748342{col 37}{space 1}   -0.12{col 46}{space 3}0.910{col 54}{space 4}-1.779514{col 67}{space 3} 1.606221
{txt}CENSUS2000~s {c |}{col 14}{res}{space 2}  2.51009{col 26}{space 2} 3.243482{col 37}{space 1}    0.77{col 46}{space 3}0.459{col 54}{space 4}-4.827174{col 67}{space 3} 9.847355
{txt}CENSUS2000~e {c |}{col 14}{res}{space 2} .0015479{col 26}{space 2} .0037597{col 37}{space 1}    0.41{col 46}{space 3}0.690{col 54}{space 4}-.0069571{col 67}{space 3} .0100528
{txt}CENSUS1990~c {c |}{col 14}{res}{space 2}-.0455445{col 26}{space 2} .0299856{col 37}{space 1}   -1.52{col 46}{space 3}0.163{col 54}{space 4}-.1133766{col 67}{space 3} .0222876
{txt}mayorcounc~m {c |}{col 14}{res}{space 2}-.1346361{col 26}{space 2} .1504324{col 37}{space 1}   -0.89{col 46}{space 3}0.394{col 54}{space 4}-.4749378{col 67}{space 3} .2056655
{txt}{space 3}demvs1988 {c |}{col 14}{res}{space 2} .4329442{col 26}{space 2} .7009748{col 37}{space 1}    0.62{col 46}{space 3}0.552{col 54}{space 4}-1.152771{col 67}{space 3} 2.018659
{txt}{space 8}year {c |}{col 14}{res}{space 2}   .00463{col 26}{space 2} .0059455{col 37}{space 1}    0.78{col 46}{space 3}0.456{col 54}{space 4}-.0088197{col 67}{space 3} .0180797
{txt}{space 7}_cons {c |}{col 14}{res}{space 2}-15.56953{col 26}{space 2} 9.486603{col 37}{space 1}   -1.64{col 46}{space 3}0.135{col 54}{space 4}-37.02972{col 67}{space 3} 5.890657
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}
{com}. eststo atlarge1
{txt}
{com}. 
. clear
{txt}
{com}. 
. set seed 1118
{txt}
{com}. set obs 10000
{txt}obs was 0, now 10000

{com}. matrix m=(.026, -.019)
{txt}
{com}. matrix sd=(.007, .034)
{txt}
{com}. drawnorm xvar xvar2, n(10000) means(m) sds(sd)
{txt}
{com}. 
. **summarize the simulated coefficients
. summ xvar if xvar <0

{txt}    Variable {c |}       Obs        Mean    Std. Dev.       Min        Max
{hline 13}{c +}{hline 56}
{space 8}xvar {c |}{res}         0
{txt}
{com}. summ xvar2 if xvar2 <0

{txt}    Variable {c |}       Obs        Mean    Std. Dev.       Min        Max
{hline 13}{c +}{hline 56}
{space 7}xvar2 {c |}{res}      7070   -.0352011     .023882   -.142047  -.0000297
{txt}
{com}. 
. **flag observations where x1 > x2 and summarize
. gen x1_xvar = 0
{txt}
{com}. replace x1_xvar = 1 if xvar > xvar2
{txt}(9014 real changes made)

{com}. *p value
. summ x1_xvar

{txt}    Variable {c |}       Obs        Mean    Std. Dev.       Min        Max
{hline 13}{c +}{hline 56}
{space 5}x1_xvar {c |}{res}     10000       .9014    .2981391          0          1
{txt}
{com}. 
. clear
{txt}
{com}. use "/Users/lindsaypettingill/Dropbox/cityelections/datasets/most_recent/mayoralelections_final_full.dta"
{txt}
{com}. reg incumbentpercent DIFFusmonthcitymonth unemploymonthlyus CENSUS2000medhhinc logCENSUS2000pop CENSUS2000hispanicpercent CENSUS2000blackpercent CENSUS2000bachdegplus CENSUS2000medhomevalue CENSUS1990medhhinc mayorcouncildum demvs1988 year if cityinds==1 & bywardordist ==0, cluster(citystabbr)

{txt}Linear regression                                      Number of obs ={res}      85
                                                       {txt}F( 12,    29) ={res}    1.16
                                                       {txt}Prob > F      = {res} 0.3580
                                                       {txt}R-squared     = {res} 0.1533
                                                       {txt}Root MSE      = {res} .12439

{txt}{ralign 78:(Std. Err. adjusted for {res:30} clusters in citystabbr)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}incumbentp~t{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
DIFFusmont~h {c |}{col 14}{res}{space 2} .0044778{col 26}{space 2} .0092957{col 37}{space 1}    0.48{col 46}{space 3}0.634{col 54}{space 4}-.0145339{col 67}{space 3} .0234896
{txt}unemploymo~s {c |}{col 14}{res}{space 2}-.0076108{col 26}{space 2} .0081044{col 37}{space 1}   -0.94{col 46}{space 3}0.355{col 54}{space 4}-.0241862{col 67}{space 3} .0089645
{txt}CENSUS2000~c {c |}{col 14}{res}{space 2} .0117203{col 26}{space 2} .0055299{col 37}{space 1}    2.12{col 46}{space 3}0.043{col 54}{space 4} .0004104{col 67}{space 3} .0230302
{txt}logCENSUS2~p {c |}{col 14}{res}{space 2} .0582319{col 26}{space 2} .0418741{col 37}{space 1}    1.39{col 46}{space 3}0.175{col 54}{space 4}-.0274103{col 67}{space 3} .1438741
{txt}CEN~cpercent {c |}{col 14}{res}{space 2} .1065217{col 26}{space 2} .1298111{col 37}{space 1}    0.82{col 46}{space 3}0.419{col 54}{space 4}-.1589718{col 67}{space 3} .3720152
{txt}CEN~kpercent {c |}{col 14}{res}{space 2} .1241958{col 26}{space 2} .1302133{col 37}{space 1}    0.95{col 46}{space 3}0.348{col 54}{space 4}-.1421202{col 67}{space 3} .3905118
{txt}CENSUS2000~s {c |}{col 14}{res}{space 2}-.1436353{col 26}{space 2} .5250517{col 37}{space 1}   -0.27{col 46}{space 3}0.786{col 54}{space 4}-1.217487{col 67}{space 3} .9302161
{txt}CENSUS2000~e {c |}{col 14}{res}{space 2} .0000101{col 26}{space 2} .0037291{col 37}{space 1}    0.00{col 46}{space 3}0.998{col 54}{space 4}-.0076168{col 67}{space 3}  .007637
{txt}CENSUS1990~c {c |}{col 14}{res}{space 2}-.0121206{col 26}{space 2} .0081465{col 37}{space 1}   -1.49{col 46}{space 3}0.148{col 54}{space 4}-.0287821{col 67}{space 3} .0045409
{txt}mayorcounc~m {c |}{col 14}{res}{space 2}-.0451847{col 26}{space 2} .0455113{col 37}{space 1}   -0.99{col 46}{space 3}0.329{col 54}{space 4}-.1382658{col 67}{space 3} .0478964
{txt}{space 3}demvs1988 {c |}{col 14}{res}{space 2} .1502649{col 26}{space 2} .2797965{col 37}{space 1}    0.54{col 46}{space 3}0.595{col 54}{space 4}-.4219833{col 67}{space 3} .7225131
{txt}{space 8}year {c |}{col 14}{res}{space 2} .0022465{col 26}{space 2}  .002836{col 37}{space 1}    0.79{col 46}{space 3}0.435{col 54}{space 4}-.0035539{col 67}{space 3} .0080468
{txt}{space 7}_cons {c |}{col 14}{res}{space 2}-4.752397{col 26}{space 2} 5.673464{col 37}{space 1}   -0.84{col 46}{space 3}0.409{col 54}{space 4}-16.35593{col 67}{space 3}  6.85114
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}
{com}. eststo wardordist0
{txt}
{com}. 
. reg incumbentpercent DIFFusmonthcitymonth unemploymonthlyus CENSUS2000medhhinc logCENSUS2000pop CENSUS2000hispanicpercent CENSUS2000blackpercent CENSUS2000bachdegplus CENSUS2000medhomevalue CENSUS1990medhhinc mayorcouncildum demvs1988 year if cityinds==1 & bywardordist ==1, cluster(citystabbr)

{txt}Linear regression                                      Number of obs ={res}      39
                                                       {help j_robustsingular:F( 11,    12) =}       .
                                                       {txt}Prob > F      = {res}      .
                                                       {txt}R-squared     = {res} 0.3312
                                                       {txt}Root MSE      = {res} .14321

{txt}{ralign 78:(Std. Err. adjusted for {res:13} clusters in citystabbr)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}incumbentp~t{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
DIFFusmont~h {c |}{col 14}{res}{space 2} .0389693{col 26}{space 2} .0105136{col 37}{space 1}    3.71{col 46}{space 3}0.003{col 54}{space 4} .0160621{col 67}{space 3} .0618765
{txt}unemploymo~s {c |}{col 14}{res}{space 2} .0039111{col 26}{space 2} .0225878{col 37}{space 1}    0.17{col 46}{space 3}0.865{col 54}{space 4}-.0453035{col 67}{space 3} .0531257
{txt}CENSUS2000~c {c |}{col 14}{res}{space 2}-.0001802{col 26}{space 2} .0164043{col 37}{space 1}   -0.01{col 46}{space 3}0.991{col 54}{space 4}-.0359221{col 67}{space 3} .0355617
{txt}logCENSUS2~p {c |}{col 14}{res}{space 2}-.0491926{col 26}{space 2} .0420195{col 37}{space 1}   -1.17{col 46}{space 3}0.264{col 54}{space 4}-.1407451{col 67}{space 3}   .04236
{txt}CEN~cpercent {c |}{col 14}{res}{space 2} .3995112{col 26}{space 2} .1301531{col 37}{space 1}    3.07{col 46}{space 3}0.010{col 54}{space 4}  .115932{col 67}{space 3} .6830905
{txt}CEN~kpercent {c |}{col 14}{res}{space 2} .0512135{col 26}{space 2} .1869659{col 37}{space 1}    0.27{col 46}{space 3}0.789{col 54}{space 4}-.3561503{col 67}{space 3} .4585773
{txt}CENSUS2000~s {c |}{col 14}{res}{space 2}-.6969563{col 26}{space 2} .5114653{col 37}{space 1}   -1.36{col 46}{space 3}0.198{col 54}{space 4}-1.811343{col 67}{space 3} .4174309
{txt}CENSUS2000~e {c |}{col 14}{res}{space 2} -.004969{col 26}{space 2}  .002713{col 37}{space 1}   -1.83{col 46}{space 3}0.092{col 54}{space 4}  -.01088{col 67}{space 3} .0009421
{txt}CENSUS1990~c {c |}{col 14}{res}{space 2} .0089933{col 26}{space 2} .0239637{col 37}{space 1}    0.38{col 46}{space 3}0.714{col 54}{space 4}-.0432191{col 67}{space 3} .0612056
{txt}mayorcounc~m {c |}{col 14}{res}{space 2} .0239813{col 26}{space 2} .0532915{col 37}{space 1}    0.45{col 46}{space 3}0.661{col 54}{space 4}-.0921309{col 67}{space 3} .1400935
{txt}{space 3}demvs1988 {c |}{col 14}{res}{space 2} .5318588{col 26}{space 2}  .499731{col 37}{space 1}    1.06{col 46}{space 3}0.308{col 54}{space 4}-.5569615{col 67}{space 3} 1.620679
{txt}{space 8}year {c |}{col 14}{res}{space 2}-.0024219{col 26}{space 2} .0057165{col 37}{space 1}   -0.42{col 46}{space 3}0.679{col 54}{space 4} -.014877{col 67}{space 3} .0100333
{txt}{space 7}_cons {c |}{col 14}{res}{space 2} 5.638468{col 26}{space 2} 11.68111{col 37}{space 1}    0.48{col 46}{space 3}0.638{col 54}{space 4}-19.81248{col 67}{space 3} 31.08941
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}
{com}. eststo wardordist1
{txt}
{com}. 
. clear
{txt}
{com}. 
. set seed 1119
{txt}
{com}. set obs 10000
{txt}obs was 0, now 10000

{com}. matrix m=(.004, .039)
{txt}
{com}. matrix sd=(.009, .011)
{txt}
{com}. drawnorm xvar xvar2, n(10000) means(m) sds(sd)
{txt}
{com}. 
. **summarize the simulated coefficients
. summ xvar if xvar <0

{txt}    Variable {c |}       Obs        Mean    Std. Dev.       Min        Max
{hline 13}{c +}{hline 56}
{space 8}xvar {c |}{res}      3313   -.0059122    .0047253  -.0314369  -5.38e-07
{txt}
{com}. summ xvar2 if xvar2 <0

{txt}    Variable {c |}       Obs        Mean    Std. Dev.       Min        Max
{hline 13}{c +}{hline 56}
{space 7}xvar2 {c |}{res}         0
{txt}
{com}. 
. **flag observations where x1 > x2 and summarize
. gen x1_xvar = 0
{txt}
{com}. replace x1_xvar = 1 if xvar > xvar2
{txt}(71 real changes made)

{com}. *p value
. summ x1_xvar

{txt}    Variable {c |}       Obs        Mean    Std. Dev.       Min        Max
{hline 13}{c +}{hline 56}
{space 5}x1_xvar {c |}{res}     10000       .0071     .083966          0          1
{txt}
{com}. 
. clear
{txt}
{com}. use "/Users/lindsaypettingill/Dropbox/cityelections/datasets/most_recent/mayoralelections_final_full.dta"
{txt}
{com}. reg incumbentpercent DIFFusmonthcitymonth unemploymonthlyus CENSUS2000medhhinc logCENSUS2000pop CENSUS2000hispanicpercent CENSUS2000blackpercent CENSUS2000bachdegplus CENSUS2000medhomevalue CENSUS1990medhhinc mayorcouncildum  demvs1988 year if cityinds==1 & partyballot2 ==0, cluster(citystabbr)

{txt}Linear regression                                      Number of obs ={res}     162
                                                       {txt}F( 12,    53) ={res}    1.87
                                                       {txt}Prob > F      = {res} 0.0608
                                                       {txt}R-squared     = {res} 0.1283
                                                       {txt}Root MSE      = {res} .11911

{txt}{ralign 78:(Std. Err. adjusted for {res:54} clusters in citystabbr)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}incumbentp~t{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
DIFFusmont~h {c |}{col 14}{res}{space 2} .0133052{col 26}{space 2} .0061595{col 37}{space 1}    2.16{col 46}{space 3}0.035{col 54}{space 4} .0009508{col 67}{space 3} .0256596
{txt}unemploymo~s {c |}{col 14}{res}{space 2} .0014955{col 26}{space 2} .0061061{col 37}{space 1}    0.24{col 46}{space 3}0.807{col 54}{space 4}-.0107519{col 67}{space 3} .0137428
{txt}CENSUS2000~c {c |}{col 14}{res}{space 2} .0042015{col 26}{space 2} .0035035{col 37}{space 1}    1.20{col 46}{space 3}0.236{col 54}{space 4}-.0028255{col 67}{space 3} .0112286
{txt}logCENSUS2~p {c |}{col 14}{res}{space 2} .0089826{col 26}{space 2} .0165923{col 37}{space 1}    0.54{col 46}{space 3}0.591{col 54}{space 4}-.0242973{col 67}{space 3} .0422626
{txt}CEN~cpercent {c |}{col 14}{res}{space 2}  .059406{col 26}{space 2} .0873543{col 37}{space 1}    0.68{col 46}{space 3}0.499{col 54}{space 4}-.1158044{col 67}{space 3} .2346165
{txt}CEN~kpercent {c |}{col 14}{res}{space 2} .0232581{col 26}{space 2}  .133296{col 37}{space 1}    0.17{col 46}{space 3}0.862{col 54}{space 4}-.2440999{col 67}{space 3} .2906161
{txt}CENSUS2000~s {c |}{col 14}{res}{space 2}-.1313145{col 26}{space 2} .2817777{col 37}{space 1}   -0.47{col 46}{space 3}0.643{col 54}{space 4}-.6964889{col 67}{space 3}   .43386
{txt}CENSUS2000~e {c |}{col 14}{res}{space 2} -.002487{col 26}{space 2} .0016391{col 37}{space 1}   -1.52{col 46}{space 3}0.135{col 54}{space 4}-.0057747{col 67}{space 3} .0008006
{txt}CENSUS1990~c {c |}{col 14}{res}{space 2}-.0031725{col 26}{space 2} .0036146{col 37}{space 1}   -0.88{col 46}{space 3}0.384{col 54}{space 4}-.0104225{col 67}{space 3} .0040775
{txt}mayorcounc~m {c |}{col 14}{res}{space 2} .0094165{col 26}{space 2} .0336715{col 37}{space 1}    0.28{col 46}{space 3}0.781{col 54}{space 4}  -.05812{col 67}{space 3}  .076953
{txt}{space 3}demvs1988 {c |}{col 14}{res}{space 2}-.0907879{col 26}{space 2} .1202101{col 37}{space 1}   -0.76{col 46}{space 3}0.453{col 54}{space 4}-.3318988{col 67}{space 3}  .150323
{txt}{space 8}year {c |}{col 14}{res}{space 2}-.0015298{col 26}{space 2} .0017455{col 37}{space 1}   -0.88{col 46}{space 3}0.385{col 54}{space 4}-.0050308{col 67}{space 3} .0019713
{txt}{space 7}_cons {c |}{col 14}{res}{space 2} 3.536242{col 26}{space 2} 3.500658{col 37}{space 1}    1.01{col 46}{space 3}0.317{col 54}{space 4}-3.485188{col 67}{space 3} 10.55767
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}
{com}. eststo pb1
{txt}
{com}. reg incumbentpercent DIFFusmonthcitymonth unemploymonthlyus CENSUS2000medhhinc logCENSUS2000pop CENSUS2000hispanicpercent CENSUS2000blackpercent CENSUS2000bachdegplus CENSUS2000medhomevalue CENSUS1990medhhinc mayorcouncildum  demvs1988 year if cityinds==1 & partyballot2 ==1, cluster(citystabbr)

{txt}Linear regression                                      Number of obs ={res}      67
                                                       {txt}F( 12,    21) ={res}    1.73
                                                       {txt}Prob > F      = {res} 0.1314
                                                       {txt}R-squared     = {res} 0.1310
                                                       {txt}Root MSE      = {res} .11775

{txt}{ralign 78:(Std. Err. adjusted for {res:22} clusters in citystabbr)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}incumbentp~t{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
DIFFusmont~h {c |}{col 14}{res}{space 2} -.001796{col 26}{space 2} .0103523{col 37}{space 1}   -0.17{col 46}{space 3}0.864{col 54}{space 4}-.0233247{col 67}{space 3} .0197327
{txt}unemploymo~s {c |}{col 14}{res}{space 2} -.001503{col 26}{space 2} .0092324{col 37}{space 1}   -0.16{col 46}{space 3}0.872{col 54}{space 4}-.0207028{col 67}{space 3} .0176967
{txt}CENSUS2000~c {c |}{col 14}{res}{space 2} .0062279{col 26}{space 2} .0114479{col 37}{space 1}    0.54{col 46}{space 3}0.592{col 54}{space 4}-.0175793{col 67}{space 3} .0300351
{txt}logCENSUS2~p {c |}{col 14}{res}{space 2} .0169799{col 26}{space 2} .0271939{col 37}{space 1}    0.62{col 46}{space 3}0.539{col 54}{space 4}-.0395729{col 67}{space 3} .0735326
{txt}CEN~cpercent {c |}{col 14}{res}{space 2} .0391919{col 26}{space 2} .1683123{col 37}{space 1}    0.23{col 46}{space 3}0.818{col 54}{space 4}-.3108326{col 67}{space 3} .3892164
{txt}CEN~kpercent {c |}{col 14}{res}{space 2} .1097233{col 26}{space 2}  .108102{col 37}{space 1}    1.01{col 46}{space 3}0.322{col 54}{space 4}-.1150872{col 67}{space 3} .3345337
{txt}CENSUS2000~s {c |}{col 14}{res}{space 2}-.1010129{col 26}{space 2} .5136081{col 37}{space 1}   -0.20{col 46}{space 3}0.846{col 54}{space 4} -1.16912{col 67}{space 3} .9670937
{txt}CENSUS2000~e {c |}{col 14}{res}{space 2}  .000549{col 26}{space 2} .0023534{col 37}{space 1}    0.23{col 46}{space 3}0.818{col 54}{space 4}-.0043451{col 67}{space 3} .0054431
{txt}CENSUS1990~c {c |}{col 14}{res}{space 2}-.0170879{col 26}{space 2} .0106861{col 37}{space 1}   -1.60{col 46}{space 3}0.125{col 54}{space 4}-.0393109{col 67}{space 3} .0051351
{txt}mayorcounc~m {c |}{col 14}{res}{space 2}-.0476388{col 26}{space 2} .0652092{col 37}{space 1}   -0.73{col 46}{space 3}0.473{col 54}{space 4}-.1832488{col 67}{space 3} .0879712
{txt}{space 3}demvs1988 {c |}{col 14}{res}{space 2}-.0742838{col 26}{space 2}  .198365{col 37}{space 1}   -0.37{col 46}{space 3}0.712{col 54}{space 4}-.4868064{col 67}{space 3} .3382387
{txt}{space 8}year {c |}{col 14}{res}{space 2}  .002175{col 26}{space 2} .0028727{col 37}{space 1}    0.76{col 46}{space 3}0.457{col 54}{space 4}-.0037992{col 67}{space 3} .0081491
{txt}{space 7}_cons {c |}{col 14}{res}{space 2}-3.687351{col 26}{space 2} 5.762561{col 37}{space 1}   -0.64{col 46}{space 3}0.529{col 54}{space 4}-15.67125{col 67}{space 3}  8.29655
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}
{com}. eststo pb2
{txt}
{com}. 
. clear
{txt}
{com}. 
. set seed 1120
{txt}
{com}. set obs 10000
{txt}obs was 0, now 10000

{com}. matrix m=(.013, -.002)
{txt}
{com}. matrix sd=(.006, .010)
{txt}
{com}. drawnorm xvar xvar2, n(10000) means(m) sds(sd)
{txt}
{com}. 
. **summarize the simulated coefficients
. summ xvar if xvar <0

{txt}    Variable {c |}       Obs        Mean    Std. Dev.       Min        Max
{hline 13}{c +}{hline 56}
{space 8}xvar {c |}{res}       180   -.0024555    .0021287  -.0108889  -.0000258
{txt}
{com}. summ xvar2 if xvar2 <0

{txt}    Variable {c |}       Obs        Mean    Std. Dev.       Min        Max
{hline 13}{c +}{hline 56}
{space 7}xvar2 {c |}{res}      5782   -.0088261    .0064328  -.0385451  -2.54e-06
{txt}
{com}. 
. **flag observations where x1 > x2 and summarize
. gen x1_xvar = 0
{txt}
{com}. replace x1_xvar = 1 if xvar > xvar2
{txt}(8992 real changes made)

{com}. *p value
. summ x1_xvar

{txt}    Variable {c |}       Obs        Mean    Std. Dev.       Min        Max
{hline 13}{c +}{hline 56}
{space 5}x1_xvar {c |}{res}     10000       .8992    .3010788          0          1
{txt}
{com}. 
. clear
{txt}
{com}. use "/Users/lindsaypettingill/Dropbox/cityelections/datasets/most_recent/mayoralelections_final_full.dta"
{txt}
{com}. reg incumbentpercent DIFFusmonthcitymonth unemploymonthlyus CENSUS2000medhhinc logCENSUS2000pop CENSUS2000hispanicpercent CENSUS2000blackpercent CENSUS2000bachdegplus CENSUS2000medhomevalue CENSUS1990medhhinc mayorcouncildum  demvs1988 year if cityinds==1 & partisan2 ==0, cluster(citystabbr)

{txt}Linear regression                                      Number of obs ={res}     253
                                                       {txt}F( 12,    80) ={res}    2.49
                                                       {txt}Prob > F      = {res} 0.0080
                                                       {txt}R-squared     = {res} 0.1026
                                                       {txt}Root MSE      = {res} .13008

{txt}{ralign 78:(Std. Err. adjusted for {res:81} clusters in citystabbr)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}incumbentp~t{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
DIFFusmont~h {c |}{col 14}{res}{space 2} .0114947{col 26}{space 2} .0048214{col 37}{space 1}    2.38{col 46}{space 3}0.019{col 54}{space 4} .0018999{col 67}{space 3} .0210895
{txt}unemploymo~s {c |}{col 14}{res}{space 2} -.004782{col 26}{space 2} .0062782{col 37}{space 1}   -0.76{col 46}{space 3}0.448{col 54}{space 4} -.017276{col 67}{space 3}  .007712
{txt}CENSUS2000~c {c |}{col 14}{res}{space 2} .0081479{col 26}{space 2} .0024355{col 37}{space 1}    3.35{col 46}{space 3}0.001{col 54}{space 4} .0033012{col 67}{space 3} .0129947
{txt}logCENSUS2~p {c |}{col 14}{res}{space 2} .0097557{col 26}{space 2} .0147609{col 37}{space 1}    0.66{col 46}{space 3}0.511{col 54}{space 4}-.0196194{col 67}{space 3} .0391308
{txt}CEN~cpercent {c |}{col 14}{res}{space 2} .1019568{col 26}{space 2} .0634699{col 37}{space 1}    1.61{col 46}{space 3}0.112{col 54}{space 4}-.0243524{col 67}{space 3} .2282659
{txt}CEN~kpercent {c |}{col 14}{res}{space 2} .0154834{col 26}{space 2} .0754938{col 37}{space 1}    0.21{col 46}{space 3}0.838{col 54}{space 4}-.1347541{col 67}{space 3} .1657209
{txt}CENSUS2000~s {c |}{col 14}{res}{space 2}-.2738619{col 26}{space 2} .2254721{col 37}{space 1}   -1.21{col 46}{space 3}0.228{col 54}{space 4}-.7225658{col 67}{space 3} .1748419
{txt}CENSUS2000~e {c |}{col 14}{res}{space 2}-.0015993{col 26}{space 2} .0016583{col 37}{space 1}   -0.96{col 46}{space 3}0.338{col 54}{space 4}-.0048994{col 67}{space 3} .0017009
{txt}CENSUS1990~c {c |}{col 14}{res}{space 2}-.0073741{col 26}{space 2} .0024412{col 37}{space 1}   -3.02{col 46}{space 3}0.003{col 54}{space 4}-.0122322{col 67}{space 3} -.002516
{txt}mayorcounc~m {c |}{col 14}{res}{space 2} .0201958{col 26}{space 2} .0275296{col 37}{space 1}    0.73{col 46}{space 3}0.465{col 54}{space 4}-.0345898{col 67}{space 3} .0749815
{txt}{space 3}demvs1988 {c |}{col 14}{res}{space 2}-.0691536{col 26}{space 2} .1110249{col 37}{space 1}   -0.62{col 46}{space 3}0.535{col 54}{space 4}-.2901003{col 67}{space 3}  .151793
{txt}{space 8}year {c |}{col 14}{res}{space 2}-.0002388{col 26}{space 2} .0017578{col 37}{space 1}   -0.14{col 46}{space 3}0.892{col 54}{space 4}-.0037369{col 67}{space 3} .0032593
{txt}{space 7}_cons {c |}{col 14}{res}{space 2} .9265957{col 26}{space 2} 3.529736{col 37}{space 1}    0.26{col 46}{space 3}0.794{col 54}{space 4}-6.097802{col 67}{space 3} 7.950994
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}
{com}. eststo partisan20
{txt}
{com}. 
. reg incumbentpercent DIFFusmonthcitymonth unemploymonthlyus CENSUS2000medhhinc logCENSUS2000pop CENSUS2000hispanicpercent CENSUS2000blackpercent CENSUS2000bachdegplus CENSUS2000medhomevalue CENSUS1990medhhinc mayorcouncildum  demvs1988 year if cityinds==1 & partisan2 ==1, cluster(citystabbr)

{txt}Linear regression                                      Number of obs ={res}      37
                                                       {txt}F( 12,    13) ={res}   97.91
                                                       {txt}Prob > F      = {res} 0.0000
                                                       {txt}R-squared     = {res} 0.3210
                                                       {txt}Root MSE      = {res} .11957

{txt}{ralign 78:(Std. Err. adjusted for {res:14} clusters in citystabbr)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}incumbentp~t{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
DIFFusmont~h {c |}{col 14}{res}{space 2} .0215746{col 26}{space 2} .0220773{col 37}{space 1}    0.98{col 46}{space 3}0.346{col 54}{space 4}-.0261206{col 67}{space 3} .0692697
{txt}unemploymo~s {c |}{col 14}{res}{space 2}-.0200344{col 26}{space 2} .0214879{col 37}{space 1}   -0.93{col 46}{space 3}0.368{col 54}{space 4}-.0664562{col 67}{space 3} .0263873
{txt}CENSUS2000~c {c |}{col 14}{res}{space 2} .0270541{col 26}{space 2} .0194365{col 37}{space 1}    1.39{col 46}{space 3}0.187{col 54}{space 4}-.0149358{col 67}{space 3}  .069044
{txt}logCENSUS2~p {c |}{col 14}{res}{space 2}-.0693085{col 26}{space 2} .0483327{col 37}{space 1}   -1.43{col 46}{space 3}0.175{col 54}{space 4}-.1737249{col 67}{space 3} .0351078
{txt}CEN~cpercent {c |}{col 14}{res}{space 2} .0322185{col 26}{space 2} .2658397{col 37}{space 1}    0.12{col 46}{space 3}0.905{col 54}{space 4}-.5420933{col 67}{space 3} .6065303
{txt}CEN~kpercent {c |}{col 14}{res}{space 2} .2133019{col 26}{space 2}  .263233{col 37}{space 1}    0.81{col 46}{space 3}0.432{col 54}{space 4}-.3553785{col 67}{space 3} .7819823
{txt}CENSUS2000~s {c |}{col 14}{res}{space 2}-.6035159{col 26}{space 2} .7732988{col 37}{space 1}   -0.78{col 46}{space 3}0.449{col 54}{space 4}-2.274126{col 67}{space 3} 1.067095
{txt}CENSUS2000~e {c |}{col 14}{res}{space 2}-.0041228{col 26}{space 2} .0058167{col 37}{space 1}   -0.71{col 46}{space 3}0.491{col 54}{space 4}-.0166889{col 67}{space 3} .0084433
{txt}CENSUS1990~c {c |}{col 14}{res}{space 2}-.0154168{col 26}{space 2} .0183394{col 37}{space 1}   -0.84{col 46}{space 3}0.416{col 54}{space 4}-.0550366{col 67}{space 3}  .024203
{txt}mayorcounc~m {c |}{col 14}{res}{space 2} .1820019{col 26}{space 2} .1685757{col 37}{space 1}    1.08{col 46}{space 3}0.300{col 54}{space 4}-.1821838{col 67}{space 3} .5461877
{txt}{space 3}demvs1988 {c |}{col 14}{res}{space 2} .8799347{col 26}{space 2} .4039122{col 37}{space 1}    2.18{col 46}{space 3}0.048{col 54}{space 4} .0073354{col 67}{space 3} 1.752534
{txt}{space 8}year {c |}{col 14}{res}{space 2}-.0023679{col 26}{space 2} .0045728{col 37}{space 1}   -0.52{col 46}{space 3}0.613{col 54}{space 4}-.0122469{col 67}{space 3} .0075112
{txt}{space 7}_cons {c |}{col 14}{res}{space 2} 5.308193{col 26}{space 2} 9.031079{col 37}{space 1}    0.59{col 46}{space 3}0.567{col 54}{space 4}-14.20227{col 67}{space 3} 24.81865
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}
{com}. eststo partisan21
{txt}
{com}. 
. clear
{txt}
{com}. 
. set seed 1121
{txt}
{com}. set obs 10000
{txt}obs was 0, now 10000

{com}. matrix m=(.011, .022)
{txt}
{com}. matrix sd=(.005, .022)
{txt}
{com}. drawnorm xvar xvar2, n(10000) means(m) sds(sd)
{txt}
{com}. 
. **summarize the simulated coefficients
. summ xvar if xvar <0

{txt}    Variable {c |}       Obs        Mean    Std. Dev.       Min        Max
{hline 13}{c +}{hline 56}
{space 8}xvar {c |}{res}       137   -.0016989    .0014597  -.0068636  -4.64e-06
{txt}
{com}. summ xvar2 if xvar2 <0

{txt}    Variable {c |}       Obs        Mean    Std. Dev.       Min        Max
{hline 13}{c +}{hline 56}
{space 7}xvar2 {c |}{res}      1637   -.0120914     .010343  -.0612414  -1.05e-07
{txt}
{com}. 
. **flag observations where x1 > x2 and summarize
. gen x1_xvar = 0
{txt}
{com}. replace x1_xvar = 1 if xvar > xvar2
{txt}(3172 real changes made)

{com}. *p value
. summ x1_xvar

{txt}    Variable {c |}       Obs        Mean    Std. Dev.       Min        Max
{hline 13}{c +}{hline 56}
{space 5}x1_xvar {c |}{res}     10000       .3172    .4654093          0          1
{txt}
{com}. 
. clear
{txt}
{com}. use "/Users/lindsaypettingill/Dropbox/cityelections/datasets/most_recent/mayoralelections_final_full.dta"
{txt}
{com}. reg incumbentpercent DIFFusmonthcitymonth unemploymonthlyus CENSUS2000medhhinc logCENSUS2000pop CENSUS2000hispanicpercent CENSUS2000blackpercent CENSUS2000bachdegplus CENSUS2000medhomevalue CENSUS1990medhhinc mayorcouncildum  demvs1988 year if cityinds==1 & term==0, cluster(citystabbr)

{txt}Linear regression                                      Number of obs ={res}      85
                                                       {txt}F( 12,    31) ={res}    5.36
                                                       {txt}Prob > F      = {res} 0.0001
                                                       {txt}R-squared     = {res} 0.2419
                                                       {txt}Root MSE      = {res} .11744

{txt}{ralign 78:(Std. Err. adjusted for {res:32} clusters in citystabbr)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}incumbentp~t{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
DIFFusmont~h {c |}{col 14}{res}{space 2} .0114036{col 26}{space 2} .0089902{col 37}{space 1}    1.27{col 46}{space 3}0.214{col 54}{space 4}-.0069321{col 67}{space 3} .0297392
{txt}unemploymo~s {c |}{col 14}{res}{space 2}-.0073352{col 26}{space 2} .0070583{col 37}{space 1}   -1.04{col 46}{space 3}0.307{col 54}{space 4}-.0217308{col 67}{space 3} .0070604
{txt}CENSUS2000~c {c |}{col 14}{res}{space 2} .0032268{col 26}{space 2} .0031096{col 37}{space 1}    1.04{col 46}{space 3}0.307{col 54}{space 4}-.0031153{col 67}{space 3} .0095688
{txt}logCENSUS2~p {c |}{col 14}{res}{space 2} .0430068{col 26}{space 2} .0156742{col 37}{space 1}    2.74{col 46}{space 3}0.010{col 54}{space 4} .0110392{col 67}{space 3} .0749745
{txt}CEN~cpercent {c |}{col 14}{res}{space 2}-.2004495{col 26}{space 2} .1267787{col 37}{space 1}   -1.58{col 46}{space 3}0.124{col 54}{space 4}-.4590164{col 67}{space 3} .0581173
{txt}CEN~kpercent {c |}{col 14}{res}{space 2} -.070175{col 26}{space 2} .1226289{col 37}{space 1}   -0.57{col 46}{space 3}0.571{col 54}{space 4}-.3202784{col 67}{space 3} .1799284
{txt}CENSUS2000~s {c |}{col 14}{res}{space 2}-1.269619{col 26}{space 2} .3884551{col 37}{space 1}   -3.27{col 46}{space 3}0.003{col 54}{space 4}-2.061879{col 67}{space 3}-.4773598
{txt}CENSUS2000~e {c |}{col 14}{res}{space 2}-.0041631{col 26}{space 2} .0013214{col 37}{space 1}   -3.15{col 46}{space 3}0.004{col 54}{space 4}-.0068581{col 67}{space 3} -.001468
{txt}CENSUS1990~c {c |}{col 14}{res}{space 2} .0058318{col 26}{space 2} .0050715{col 37}{space 1}    1.15{col 46}{space 3}0.259{col 54}{space 4}-.0045117{col 67}{space 3} .0161752
{txt}mayorcounc~m {c |}{col 14}{res}{space 2} .0074366{col 26}{space 2} .0330791{col 37}{space 1}    0.22{col 46}{space 3}0.824{col 54}{space 4}-.0600286{col 67}{space 3} .0749018
{txt}{space 3}demvs1988 {c |}{col 14}{res}{space 2} .4388227{col 26}{space 2} .1725354{col 37}{space 1}    2.54{col 46}{space 3}0.016{col 54}{space 4} .0869345{col 67}{space 3} .7907109
{txt}{space 8}year {c |}{col 14}{res}{space 2}-.0016414{col 26}{space 2} .0022234{col 37}{space 1}   -0.74{col 46}{space 3}0.466{col 54}{space 4}-.0061761{col 67}{space 3} .0028932
{txt}{space 7}_cons {c |}{col 14}{res}{space 2} 3.230607{col 26}{space 2} 4.391755{col 37}{space 1}    0.74{col 46}{space 3}0.467{col 54}{space 4}-5.726436{col 67}{space 3} 12.18765
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}
{com}. eststo term0
{txt}
{com}. 
. reg incumbentpercent DIFFusmonthcitymonth unemploymonthlyus CENSUS2000medhhinc logCENSUS2000pop CENSUS2000hispanicpercent CENSUS2000blackpercent CENSUS2000bachdegplus CENSUS2000medhomevalue CENSUS1990medhhinc mayorcouncildum  demvs1988 year if cityinds==1 & term==1, cluster(citystabbr)

{txt}Linear regression                                      Number of obs ={res}     256
                                                       {txt}F( 12,    82) ={res}    2.23
                                                       {txt}Prob > F      = {res} 0.0173
                                                       {txt}R-squared     = {res} 0.0692
                                                       {txt}Root MSE      = {res} .12737

{txt}{ralign 78:(Std. Err. adjusted for {res:83} clusters in citystabbr)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}incumbentp~t{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
DIFFusmont~h {c |}{col 14}{res}{space 2}  .010961{col 26}{space 2} .0049204{col 37}{space 1}    2.23{col 46}{space 3}0.029{col 54}{space 4} .0011727{col 67}{space 3} .0207493
{txt}unemploymo~s {c |}{col 14}{res}{space 2}-.0028514{col 26}{space 2} .0070822{col 37}{space 1}   -0.40{col 46}{space 3}0.688{col 54}{space 4}-.0169401{col 67}{space 3} .0112372
{txt}CENSUS2000~c {c |}{col 14}{res}{space 2} .0063971{col 26}{space 2} .0024969{col 37}{space 1}    2.56{col 46}{space 3}0.012{col 54}{space 4} .0014301{col 67}{space 3} .0113641
{txt}logCENSUS2~p {c |}{col 14}{res}{space 2} .0027425{col 26}{space 2} .0110798{col 37}{space 1}    0.25{col 46}{space 3}0.805{col 54}{space 4}-.0192988{col 67}{space 3} .0247839
{txt}CEN~cpercent {c |}{col 14}{res}{space 2} .0962742{col 26}{space 2} .0508059{col 37}{space 1}    1.89{col 46}{space 3}0.062{col 54}{space 4}-.0047948{col 67}{space 3} .1973433
{txt}CEN~kpercent {c |}{col 14}{res}{space 2} .0267992{col 26}{space 2} .0701054{col 37}{space 1}    0.38{col 46}{space 3}0.703{col 54}{space 4}-.1126629{col 67}{space 3} .1662613
{txt}CENSUS2000~s {c |}{col 14}{res}{space 2}-.3494241{col 26}{space 2} .1895707{col 37}{space 1}   -1.84{col 46}{space 3}0.069{col 54}{space 4}-.7265406{col 67}{space 3} .0276924
{txt}CENSUS2000~e {c |}{col 14}{res}{space 2} .0007773{col 26}{space 2} .0020186{col 37}{space 1}    0.39{col 46}{space 3}0.701{col 54}{space 4}-.0032385{col 67}{space 3}  .004793
{txt}CENSUS1990~c {c |}{col 14}{res}{space 2}-.0074722{col 26}{space 2}  .002685{col 37}{space 1}   -2.78{col 46}{space 3}0.007{col 54}{space 4}-.0128135{col 67}{space 3}-.0021309
{txt}mayorcounc~m {c |}{col 14}{res}{space 2}  .006028{col 26}{space 2} .0223088{col 37}{space 1}    0.27{col 46}{space 3}0.788{col 54}{space 4}-.0383514{col 67}{space 3} .0504073
{txt}{space 3}demvs1988 {c |}{col 14}{res}{space 2}-.0936927{col 26}{space 2} .1214917{col 37}{space 1}   -0.77{col 46}{space 3}0.443{col 54}{space 4}-.3353784{col 67}{space 3} .1479931
{txt}{space 8}year {c |}{col 14}{res}{space 2} .0018453{col 26}{space 2} .0018411{col 37}{space 1}    1.00{col 46}{space 3}0.319{col 54}{space 4}-.0018173{col 67}{space 3} .0055078
{txt}{space 7}_cons {c |}{col 14}{res}{space 2}-3.100211{col 26}{space 2} 3.706813{col 37}{space 1}   -0.84{col 46}{space 3}0.405{col 54}{space 4}-10.47424{col 67}{space 3}  4.27382
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}
{com}. eststo term1
{txt}
{com}. 
. clear
{txt}
{com}. 
. set seed 1122
{txt}
{com}. set obs 10000
{txt}obs was 0, now 10000

{com}. matrix m=(.011, .011)
{txt}
{com}. matrix sd=(.009, .005)
{txt}
{com}. drawnorm xvar xvar2, n(10000) means(m) sds(sd)
{txt}
{com}. 
. **summarize the simulated coefficients
. summ xvar if xvar <0

{txt}    Variable {c |}       Obs        Mean    Std. Dev.       Min        Max
{hline 13}{c +}{hline 56}
{space 8}xvar {c |}{res}      1134   -.0043832    .0036425  -.0213326  -2.71e-06
{txt}
{com}. summ xvar2 if xvar2 <0

{txt}    Variable {c |}       Obs        Mean    Std. Dev.       Min        Max
{hline 13}{c +}{hline 56}
{space 7}xvar2 {c |}{res}       122   -.0017996    .0016638   -.007128  -7.41e-08
{txt}
{com}. 
. **flag observations where x1 > x2 and summarize
. gen x1_xvar = 0
{txt}
{com}. replace x1_xvar = 1 if xvar > xvar2
{txt}(5006 real changes made)

{com}. *p value
. summ x1_xvar

{txt}    Variable {c |}       Obs        Mean    Std. Dev.       Min        Max
{hline 13}{c +}{hline 56}
{space 5}x1_xvar {c |}{res}     10000       .5006    .5000246          0          1
{txt}
{com}. 
. clear
{txt}
{com}. use "/Users/lindsaypettingill/Dropbox/cityelections/datasets/most_recent/mayoralelections_final_full.dta"
{txt}
{com}. reg incumbentpercent DIFFusmonthcitymonth unemploymonthlyus CENSUS2000medhhinc logCENSUS2000pop CENSUS2000hispanicpercent CENSUS2000blackpercent CENSUS2000bachdegplus CENSUS2000medhomevalue CENSUS1990medhhinc mayorcouncildum demvs1988 year if cityinds==1 &nov==0, cluster(citystabbr)

{txt}Linear regression                                      Number of obs ={res}     147
                                                       {txt}F( 12,    62) ={res}    3.85
                                                       {txt}Prob > F      = {res} 0.0002
                                                       {txt}R-squared     = {res} 0.2371
                                                       {txt}Root MSE      = {res} .12086

{txt}{ralign 78:(Std. Err. adjusted for {res:63} clusters in citystabbr)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}incumbentp~t{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
DIFFusmont~h {c |}{col 14}{res}{space 2} .0144952{col 26}{space 2} .0071362{col 37}{space 1}    2.03{col 46}{space 3}0.047{col 54}{space 4} .0002302{col 67}{space 3} .0287602
{txt}unemploymo~s {c |}{col 14}{res}{space 2} .0008774{col 26}{space 2} .0072305{col 37}{space 1}    0.12{col 46}{space 3}0.904{col 54}{space 4}-.0135762{col 67}{space 3}  .015331
{txt}CENSUS2000~c {c |}{col 14}{res}{space 2} .0164825{col 26}{space 2} .0037128{col 37}{space 1}    4.44{col 46}{space 3}0.000{col 54}{space 4} .0090606{col 67}{space 3} .0239043
{txt}logCENSUS2~p {c |}{col 14}{res}{space 2} .0215177{col 26}{space 2} .0095837{col 37}{space 1}    2.25{col 46}{space 3}0.028{col 54}{space 4} .0023602{col 67}{space 3} .0406752
{txt}CEN~cpercent {c |}{col 14}{res}{space 2}  .027464{col 26}{space 2} .1046373{col 37}{space 1}    0.26{col 46}{space 3}0.794{col 54}{space 4}-.1817031{col 67}{space 3}  .236631
{txt}CEN~kpercent {c |}{col 14}{res}{space 2} .0542215{col 26}{space 2} .1184216{col 37}{space 1}    0.46{col 46}{space 3}0.649{col 54}{space 4}-.1824999{col 67}{space 3} .2909429
{txt}CENSUS2000~s {c |}{col 14}{res}{space 2}-.0568551{col 26}{space 2} .2774647{col 37}{space 1}   -0.20{col 46}{space 3}0.838{col 54}{space 4}-.6114992{col 67}{space 3}  .497789
{txt}CENSUS2000~e {c |}{col 14}{res}{space 2} .0051392{col 26}{space 2} .0023289{col 37}{space 1}    2.21{col 46}{space 3}0.031{col 54}{space 4} .0004838{col 67}{space 3} .0097946
{txt}CENSUS1990~c {c |}{col 14}{res}{space 2}-.0264487{col 26}{space 2} .0073094{col 37}{space 1}   -3.62{col 46}{space 3}0.001{col 54}{space 4}-.0410599{col 67}{space 3}-.0118375
{txt}mayorcounc~m {c |}{col 14}{res}{space 2} .0090014{col 26}{space 2} .0248797{col 37}{space 1}    0.36{col 46}{space 3}0.719{col 54}{space 4}-.0407325{col 67}{space 3} .0587352
{txt}{space 3}demvs1988 {c |}{col 14}{res}{space 2}-.1315739{col 26}{space 2} .1322919{col 37}{space 1}   -0.99{col 46}{space 3}0.324{col 54}{space 4}-.3960216{col 67}{space 3} .1328739
{txt}{space 8}year {c |}{col 14}{res}{space 2}-.0009509{col 26}{space 2} .0016035{col 37}{space 1}   -0.59{col 46}{space 3}0.555{col 54}{space 4}-.0041563{col 67}{space 3} .0022546
{txt}{space 7}_cons {c |}{col 14}{res}{space 2}   2.3138{col 26}{space 2}  3.19771{col 37}{space 1}    0.72{col 46}{space 3}0.472{col 54}{space 4}-4.078331{col 67}{space 3} 8.705932
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}
{com}. eststo nov0
{txt}
{com}. 
. reg incumbentpercent DIFFusmonthcitymonth unemploymonthlyus CENSUS2000medhhinc logCENSUS2000pop CENSUS2000hispanicpercent CENSUS2000blackpercent CENSUS2000bachdegplus CENSUS2000medhomevalue CENSUS1990medhhinc mayorcouncildum demvs1988 year if cityinds==1 &nov==1, cluster(citystabbr)

{txt}Linear regression                                      Number of obs ={res}     194
                                                       {txt}F( 12,    69) ={res}    2.41
                                                       {txt}Prob > F      = {res} 0.0113
                                                       {txt}R-squared     = {res} 0.1506
                                                       {txt}Root MSE      = {res} .12053

{txt}{ralign 78:(Std. Err. adjusted for {res:70} clusters in citystabbr)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}incumbentp~t{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
DIFFusmont~h {c |}{col 14}{res}{space 2} .0078327{col 26}{space 2} .0045744{col 37}{space 1}    1.71{col 46}{space 3}0.091{col 54}{space 4} -.001293{col 67}{space 3} .0169584
{txt}unemploymo~s {c |}{col 14}{res}{space 2}-.0084214{col 26}{space 2} .0059211{col 37}{space 1}   -1.42{col 46}{space 3}0.159{col 54}{space 4}-.0202336{col 67}{space 3} .0033907
{txt}CENSUS2000~c {c |}{col 14}{res}{space 2} .0040064{col 26}{space 2} .0023825{col 37}{space 1}    1.68{col 46}{space 3}0.097{col 54}{space 4}-.0007466{col 67}{space 3} .0087594
{txt}logCENSUS2~p {c |}{col 14}{res}{space 2} .0032458{col 26}{space 2} .0136728{col 37}{space 1}    0.24{col 46}{space 3}0.813{col 54}{space 4}-.0240306{col 67}{space 3} .0305223
{txt}CEN~cpercent {c |}{col 14}{res}{space 2} .0972606{col 26}{space 2} .0510325{col 37}{space 1}    1.91{col 46}{space 3}0.061{col 54}{space 4}-.0045464{col 67}{space 3} .1990676
{txt}CEN~kpercent {c |}{col 14}{res}{space 2}-.0143102{col 26}{space 2} .0712436{col 37}{space 1}   -0.20{col 46}{space 3}0.841{col 54}{space 4}-.1564373{col 67}{space 3} .1278169
{txt}CENSUS2000~s {c |}{col 14}{res}{space 2}-.3747836{col 26}{space 2} .2184965{col 37}{space 1}   -1.72{col 46}{space 3}0.091{col 54}{space 4}-.8106722{col 67}{space 3} .0611051
{txt}CENSUS2000~e {c |}{col 14}{res}{space 2}-.0037829{col 26}{space 2} .0013944{col 37}{space 1}   -2.71{col 46}{space 3}0.008{col 54}{space 4}-.0065646{col 67}{space 3}-.0010012
{txt}CENSUS1990~c {c |}{col 14}{res}{space 2}-.0009749{col 26}{space 2}  .002238{col 37}{space 1}   -0.44{col 46}{space 3}0.664{col 54}{space 4}-.0054396{col 67}{space 3} .0034898
{txt}mayorcounc~m {c |}{col 14}{res}{space 2} .0084785{col 26}{space 2} .0253394{col 37}{space 1}    0.33{col 46}{space 3}0.739{col 54}{space 4}-.0420721{col 67}{space 3} .0590291
{txt}{space 3}demvs1988 {c |}{col 14}{res}{space 2} .1329511{col 26}{space 2} .1127517{col 37}{space 1}    1.18{col 46}{space 3}0.242{col 54}{space 4}-.0919824{col 67}{space 3} .3578846
{txt}{space 8}year {c |}{col 14}{res}{space 2} .0037076{col 26}{space 2} .0019848{col 37}{space 1}    1.87{col 46}{space 3}0.066{col 54}{space 4}-.0002519{col 67}{space 3} .0076671
{txt}{space 7}_cons {c |}{col 14}{res}{space 2}-6.925088{col 26}{space 2} 3.974344{col 37}{space 1}   -1.74{col 46}{space 3}0.086{col 54}{space 4}-14.85369{col 67}{space 3} 1.003511
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}
{com}. eststo nov1
{txt}
{com}. 
. clear
{txt}
{com}. 
. set seed 1122
{txt}
{com}. set obs 10000
{txt}obs was 0, now 10000

{com}. matrix m=(.014, .008)
{txt}
{com}. matrix sd=(.007, .005)
{txt}
{com}. drawnorm xvar xvar2, n(10000) means(m) sds(sd)
{txt}
{com}. 
. **summarize the simulated coefficients
. summ xvar if xvar <0

{txt}    Variable {c |}       Obs        Mean    Std. Dev.       Min        Max
{hline 13}{c +}{hline 56}
{space 8}xvar {c |}{res}       232   -.0024837      .00219  -.0111476  -.0000173
{txt}
{com}. summ xvar2 if xvar2 <0

{txt}    Variable {c |}       Obs        Mean    Std. Dev.       Min        Max
{hline 13}{c +}{hline 56}
{space 7}xvar2 {c |}{res}       556   -.0020493    .0018113   -.010128  -2.77e-06
{txt}
{com}. 
. **flag observations where x1 > x2 and summarize
. gen x1_xvar = 0
{txt}
{com}. replace x1_xvar = 1 if xvar > xvar2
{txt}(7585 real changes made)

{com}. *p value
. summ x1_xvar

{txt}    Variable {c |}       Obs        Mean    Std. Dev.       Min        Max
{hline 13}{c +}{hline 56}
{space 5}x1_xvar {c |}{res}     10000       .7585    .4280141          0          1
{txt}
{com}. 
. clear
{txt}
{com}. use "/Users/lindsaypettingill/Dropbox/cityelections/datasets/most_recent/mayoralelections_final_full.dta"
{txt}
{com}. reg incumbentpercent DIFFusmonthcitymonth unemploymonthlyus CENSUS2000medhhinc logCENSUS2000pop CENSUS2000hispanicpercent CENSUS2000blackpercent CENSUS2000bachdegplus CENSUS2000medhomevalue CENSUS1990medhhinc mayorcouncildum demvs1988 year if cityinds==1 &localandnov==0, cluster(citystabbr)

{txt}Linear regression                                      Number of obs ={res}     270
                                                       {txt}F( 12,    99) ={res}    1.85
                                                       {txt}Prob > F      = {res} 0.0506
                                                       {txt}R-squared     = {res} 0.0952
                                                       {txt}Root MSE      = {res} .12656

{txt}{ralign 78:(Std. Err. adjusted for {res:100} clusters in citystabbr)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}incumbentp~t{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
DIFFusmont~h {c |}{col 14}{res}{space 2} .0111794{col 26}{space 2} .0051276{col 37}{space 1}    2.18{col 46}{space 3}0.032{col 54}{space 4} .0010052{col 67}{space 3} .0213537
{txt}unemploymo~s {c |}{col 14}{res}{space 2}-.0059419{col 26}{space 2} .0064737{col 37}{space 1}   -0.92{col 46}{space 3}0.361{col 54}{space 4}-.0187872{col 67}{space 3} .0069033
{txt}CENSUS2000~c {c |}{col 14}{res}{space 2} .0077801{col 26}{space 2} .0020921{col 37}{space 1}    3.72{col 46}{space 3}0.000{col 54}{space 4} .0036289{col 67}{space 3} .0119312
{txt}logCENSUS2~p {c |}{col 14}{res}{space 2} .0120695{col 26}{space 2} .0124758{col 37}{space 1}    0.97{col 46}{space 3}0.336{col 54}{space 4}-.0126852{col 67}{space 3} .0368241
{txt}CEN~cpercent {c |}{col 14}{res}{space 2} .0306278{col 26}{space 2} .0593086{col 37}{space 1}    0.52{col 46}{space 3}0.607{col 54}{space 4}-.0870532{col 67}{space 3} .1483088
{txt}CEN~kpercent {c |}{col 14}{res}{space 2}-.0066018{col 26}{space 2} .0673939{col 37}{space 1}   -0.10{col 46}{space 3}0.922{col 54}{space 4}-.1403258{col 67}{space 3} .1271222
{txt}CENSUS2000~s {c |}{col 14}{res}{space 2}-.3079107{col 26}{space 2} .2093397{col 37}{space 1}   -1.47{col 46}{space 3}0.144{col 54}{space 4} -.723286{col 67}{space 3} .1074646
{txt}CENSUS2000~e {c |}{col 14}{res}{space 2} -.000833{col 26}{space 2} .0017899{col 37}{space 1}   -0.47{col 46}{space 3}0.643{col 54}{space 4}-.0043846{col 67}{space 3} .0027186
{txt}CENSUS1990~c {c |}{col 14}{res}{space 2} -.006164{col 26}{space 2} .0027655{col 37}{space 1}   -2.23{col 46}{space 3}0.028{col 54}{space 4}-.0116515{col 67}{space 3}-.0006766
{txt}mayorcounc~m {c |}{col 14}{res}{space 2} .0265879{col 26}{space 2} .0206345{col 37}{space 1}    1.29{col 46}{space 3}0.201{col 54}{space 4}-.0143555{col 67}{space 3} .0675312
{txt}{space 3}demvs1988 {c |}{col 14}{res}{space 2} .0116391{col 26}{space 2} .1082011{col 37}{space 1}    0.11{col 46}{space 3}0.915{col 54}{space 4}-.2030554{col 67}{space 3} .2263336
{txt}{space 8}year {c |}{col 14}{res}{space 2}-.0002626{col 26}{space 2} .0016244{col 37}{space 1}   -0.16{col 46}{space 3}0.872{col 54}{space 4}-.0034857{col 67}{space 3} .0029606
{txt}{space 7}_cons {c |}{col 14}{res}{space 2} .9060029{col 26}{space 2} 3.263738{col 37}{space 1}    0.28{col 46}{space 3}0.782{col 54}{space 4}-5.569961{col 67}{space 3} 7.381967
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}
{com}. eststo localnov0
{txt}
{com}. 
. reg incumbentpercent DIFFusmonthcitymonth unemploymonthlyus CENSUS2000medhhinc logCENSUS2000pop CENSUS2000hispanicpercent CENSUS2000blackpercent CENSUS2000bachdegplus CENSUS2000medhomevalue CENSUS1990medhhinc mayorcouncildum demvs1988 year if cityinds==1 &localandnov==1, cluster(citystabbr)

{txt}Linear regression                                      Number of obs ={res}      71
                                                       {txt}F( 12,    26) ={res}    5.07
                                                       {txt}Prob > F      = {res} 0.0003
                                                       {txt}R-squared     = {res} 0.2957
                                                       {txt}Root MSE      = {res}  .1153

{txt}{ralign 78:(Std. Err. adjusted for {res:27} clusters in citystabbr)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}incumbentp~t{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
DIFFusmont~h {c |}{col 14}{res}{space 2} .0085301{col 26}{space 2} .0085125{col 37}{space 1}    1.00{col 46}{space 3}0.326{col 54}{space 4}-.0089676{col 67}{space 3} .0260279
{txt}unemploymo~s {c |}{col 14}{res}{space 2}-.0072236{col 26}{space 2} .0080918{col 37}{space 1}   -0.89{col 46}{space 3}0.380{col 54}{space 4}-.0238566{col 67}{space 3} .0094093
{txt}CENSUS2000~c {c |}{col 14}{res}{space 2} .0001088{col 26}{space 2} .0040337{col 37}{space 1}    0.03{col 46}{space 3}0.979{col 54}{space 4}-.0081826{col 67}{space 3} .0084002
{txt}logCENSUS2~p {c |}{col 14}{res}{space 2}-.0216831{col 26}{space 2} .0303644{col 37}{space 1}   -0.71{col 46}{space 3}0.482{col 54}{space 4}-.0840981{col 67}{space 3} .0407319
{txt}CEN~cpercent {c |}{col 14}{res}{space 2} .0206474{col 26}{space 2} .1079188{col 37}{space 1}    0.19{col 46}{space 3}0.850{col 54}{space 4}-.2011829{col 67}{space 3} .2424776
{txt}CEN~kpercent {c |}{col 14}{res}{space 2} .1086997{col 26}{space 2} .1570978{col 37}{space 1}    0.69{col 46}{space 3}0.495{col 54}{space 4}-.2142194{col 67}{space 3} .4316189
{txt}CENSUS2000~s {c |}{col 14}{res}{space 2}  -.69326{col 26}{space 2} .4434193{col 37}{space 1}   -1.56{col 46}{space 3}0.130{col 54}{space 4}-1.604721{col 67}{space 3} .2182015
{txt}CENSUS2000~e {c |}{col 14}{res}{space 2}-.0021672{col 26}{space 2} .0022412{col 37}{space 1}   -0.97{col 46}{space 3}0.342{col 54}{space 4} -.006774{col 67}{space 3} .0024395
{txt}CENSUS1990~c {c |}{col 14}{res}{space 2} .0025401{col 26}{space 2} .0065625{col 37}{space 1}    0.39{col 46}{space 3}0.702{col 54}{space 4}-.0109494{col 67}{space 3} .0160295
{txt}mayorcounc~m {c |}{col 14}{res}{space 2}-.0760708{col 26}{space 2} .0431299{col 37}{space 1}   -1.76{col 46}{space 3}0.090{col 54}{space 4}-.1647256{col 67}{space 3}  .012584
{txt}{space 3}demvs1988 {c |}{col 14}{res}{space 2} .1139841{col 26}{space 2} .1490677{col 37}{space 1}    0.76{col 46}{space 3}0.451{col 54}{space 4}-.1924289{col 67}{space 3} .4203971
{txt}{space 8}year {c |}{col 14}{res}{space 2} .0070242{col 26}{space 2} .0030361{col 37}{space 1}    2.31{col 46}{space 3}0.029{col 54}{space 4} .0007835{col 67}{space 3}  .013265
{txt}{space 7}_cons {c |}{col 14}{res}{space 2}-13.13719{col 26}{space 2} 6.162695{col 37}{space 1}   -2.13{col 46}{space 3}0.043{col 54}{space 4} -25.8048{col 67}{space 3}-.4695931
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}
{com}. eststo localnov1
{txt}
{com}. 
. clear
{txt}
{com}. 
. set seed 1123
{txt}
{com}. set obs 10000
{txt}obs was 0, now 10000

{com}. matrix m=(.011, .008)
{txt}
{com}. matrix sd=(.005, .009)
{txt}
{com}. drawnorm xvar xvar2, n(10000) means(m) sds(sd)
{txt}
{com}. 
. **summarize the simulated coefficients
. summ xvar if xvar <0

{txt}    Variable {c |}       Obs        Mean    Std. Dev.       Min        Max
{hline 13}{c +}{hline 56}
{space 8}xvar {c |}{res}       139   -.0017894    .0016218  -.0079255  -8.29e-06
{txt}
{com}. summ xvar2 if xvar2 <0

{txt}    Variable {c |}       Obs        Mean    Std. Dev.       Min        Max
{hline 13}{c +}{hline 56}
{space 7}xvar2 {c |}{res}      1854   -.0048789    .0041267  -.0258535  -1.67e-06
{txt}
{com}. 
. **flag observations where x1 > x2 and summarize
. gen x1_xvar = 0
{txt}
{com}. replace x1_xvar = 1 if xvar > xvar2
{txt}(6198 real changes made)

{com}. *p value
. summ x1_xvar

{txt}    Variable {c |}       Obs        Mean    Std. Dev.       Min        Max
{hline 13}{c +}{hline 56}
{space 5}x1_xvar {c |}{res}     10000       .6198    .4854601          0          1
{txt}
{com}. 
. clear
{txt}
{com}. 
. **table 11 predicting retirements
. use "/Users/lindsaypettingill/Dropbox/cityelections/datasets/most_recent/mayoralelections_final_full.dta"
{txt}
{com}. logit newretiredef DIFFusmonthcitymonth unemploymonthlyus CENSUS2000medhhinc logCENSUS2000pop CENSUS2000hispanicpercent CENSUS2000blackpercent CENSUS2000bachdegplus CENSUS2000medhomevalue CENSUS1990medhhinc mayorcouncildum demvs1988  victories i.year, cluster(citystabbr)

{txt}note: 1989.year != 0 predicts failure perfectly
      1989.year dropped and 1 obs not used

note: 2011.year omitted because of collinearity
{res}{txt}Iteration 0:{space 3}log pseudolikelihood = {res:-826.69457}  
Iteration 1:{space 3}log pseudolikelihood = {res: -703.3552}  
Iteration 2:{space 3}log pseudolikelihood = {res:-699.54195}  
Iteration 3:{space 3}log pseudolikelihood = {res: -699.5218}  
Iteration 4:{space 3}log pseudolikelihood = {res: -699.5218}  
{res}
{txt}Logistic regression{col 51}Number of obs{col 67}= {res}      1208
{txt}{col 51}Wald chi2({res}33{txt}){col 67}= {res}    214.84
{txt}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}Log pseudolikelihood = {res} -699.5218{txt}{col 51}Pseudo R2{col 67}= {res}    0.1538

{txt}{ralign 78:(Std. Err. adjusted for {res:227} clusters in citystabbr)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}newretiredef{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
DIFFusmont~h {c |}{col 14}{res}{space 2} .0270989{col 26}{space 2}  .029002{col 37}{space 1}    0.93{col 46}{space 3}0.350{col 54}{space 4} -.029744{col 67}{space 3} .0839417
{txt}unemploymo~s {c |}{col 14}{res}{space 2}-.0273292{col 26}{space 2} .2468425{col 37}{space 1}   -0.11{col 46}{space 3}0.912{col 54}{space 4}-.5111315{col 67}{space 3} .4564732
{txt}CENSUS2000~c {c |}{col 14}{res}{space 2}-.0008665{col 26}{space 2}   .01745{col 37}{space 1}   -0.05{col 46}{space 3}0.960{col 54}{space 4} -.035068{col 67}{space 3} .0333349
{txt}logCENSUS2~p {c |}{col 14}{res}{space 2}-.0832374{col 26}{space 2} .0542282{col 37}{space 1}   -1.53{col 46}{space 3}0.125{col 54}{space 4}-.1895227{col 67}{space 3} .0230479
{txt}CEN~cpercent {c |}{col 14}{res}{space 2} .5881708{col 26}{space 2} .4124785{col 37}{space 1}    1.43{col 46}{space 3}0.154{col 54}{space 4}-.2202722{col 67}{space 3} 1.396614
{txt}CEN~kpercent {c |}{col 14}{res}{space 2} .7517169{col 26}{space 2} .4021257{col 37}{space 1}    1.87{col 46}{space 3}0.062{col 54}{space 4}-.0364349{col 67}{space 3} 1.539869
{txt}CENSUS2000~s {c |}{col 14}{res}{space 2} 1.173071{col 26}{space 2} 1.202485{col 37}{space 1}    0.98{col 46}{space 3}0.329{col 54}{space 4}-1.183757{col 67}{space 3} 3.529898
{txt}CENSUS2000~e {c |}{col 14}{res}{space 2}-.0181686{col 26}{space 2} .0126422{col 37}{space 1}   -1.44{col 46}{space 3}0.151{col 54}{space 4}-.0429469{col 67}{space 3} .0066097
{txt}CENSUS1990~c {c |}{col 14}{res}{space 2} .0168224{col 26}{space 2} .0237116{col 37}{space 1}    0.71{col 46}{space 3}0.478{col 54}{space 4}-.0296515{col 67}{space 3} .0632963
{txt}mayorcounc~m {c |}{col 14}{res}{space 2} .0568844{col 26}{space 2} .1038009{col 37}{space 1}    0.55{col 46}{space 3}0.584{col 54}{space 4}-.1465616{col 67}{space 3} .2603304
{txt}{space 3}demvs1988 {c |}{col 14}{res}{space 2} .3893088{col 26}{space 2}   .55529{col 37}{space 1}    0.70{col 46}{space 3}0.483{col 54}{space 4}-.6990396{col 67}{space 3} 1.477657
{txt}{space 3}victories {c |}{col 14}{res}{space 2} .7824279{col 26}{space 2} .0686103{col 37}{space 1}   11.40{col 46}{space 3}0.000{col 54}{space 4} .6479542{col 67}{space 3} .9169016
{txt}{space 12} {c |}
{space 8}year {c |}
{space 7}1989  {c |}{col 14}{res}{space 2}        0{col 26}{txt}  (empty)
{space 7}1990  {c |}{col 14}{res}{space 2}-1.081195{col 26}{space 2} .8727197{col 37}{space 1}   -1.24{col 46}{space 3}0.215{col 54}{space 4}-2.791694{col 67}{space 3} .6293038
{txt}{space 7}1991  {c |}{col 14}{res}{space 2}-1.055611{col 26}{space 2} .6054156{col 37}{space 1}   -1.74{col 46}{space 3}0.081{col 54}{space 4}-2.242204{col 67}{space 3} .1309816
{txt}{space 7}1992  {c |}{col 14}{res}{space 2}-1.304917{col 26}{space 2} .6455412{col 37}{space 1}   -2.02{col 46}{space 3}0.043{col 54}{space 4}-2.570154{col 67}{space 3} -.039679
{txt}{space 7}1993  {c |}{col 14}{res}{space 2} -1.43844{col 26}{space 2} .6767878{col 37}{space 1}   -2.13{col 46}{space 3}0.034{col 54}{space 4} -2.76492{col 67}{space 3}-.1119603
{txt}{space 7}1994  {c |}{col 14}{res}{space 2}-1.799737{col 26}{space 2} .9077796{col 37}{space 1}   -1.98{col 46}{space 3}0.047{col 54}{space 4}-3.578952{col 67}{space 3}-.0205211
{txt}{space 7}1995  {c |}{col 14}{res}{space 2}-.6801971{col 26}{space 2} .8813746{col 37}{space 1}   -0.77{col 46}{space 3}0.440{col 54}{space 4} -2.40766{col 67}{space 3} 1.047265
{txt}{space 7}1996  {c |}{col 14}{res}{space 2}-.7759959{col 26}{space 2} 1.000474{col 37}{space 1}   -0.78{col 46}{space 3}0.438{col 54}{space 4}-2.736889{col 67}{space 3} 1.184897
{txt}{space 7}1997  {c |}{col 14}{res}{space 2}-.8611166{col 26}{space 2} 1.075845{col 37}{space 1}   -0.80{col 46}{space 3}0.423{col 54}{space 4}-2.969734{col 67}{space 3} 1.247501
{txt}{space 7}1998  {c |}{col 14}{res}{space 2}-.6673483{col 26}{space 2} 1.124621{col 37}{space 1}   -0.59{col 46}{space 3}0.553{col 54}{space 4}-2.871566{col 67}{space 3} 1.536869
{txt}{space 7}1999  {c |}{col 14}{res}{space 2}-.8355027{col 26}{space 2} 1.211664{col 37}{space 1}   -0.69{col 46}{space 3}0.490{col 54}{space 4}-3.210321{col 67}{space 3} 1.539316
{txt}{space 7}2000  {c |}{col 14}{res}{space 2}-1.086401{col 26}{space 2} 1.310279{col 37}{space 1}   -0.83{col 46}{space 3}0.407{col 54}{space 4}-3.654501{col 67}{space 3} 1.481698
{txt}{space 7}2001  {c |}{col 14}{res}{space 2}-1.163842{col 26}{space 2} 1.014303{col 37}{space 1}   -1.15{col 46}{space 3}0.251{col 54}{space 4} -3.15184{col 67}{space 3} .8241564
{txt}{space 7}2002  {c |}{col 14}{res}{space 2}-.6490675{col 26}{space 2} .8603415{col 37}{space 1}   -0.75{col 46}{space 3}0.451{col 54}{space 4}-2.335306{col 67}{space 3} 1.037171
{txt}{space 7}2003  {c |}{col 14}{res}{space 2}-.9899048{col 26}{space 2} .8221982{col 37}{space 1}   -1.20{col 46}{space 3}0.229{col 54}{space 4}-2.601384{col 67}{space 3}  .621574
{txt}{space 7}2004  {c |}{col 14}{res}{space 2}-1.376313{col 26}{space 2} .9161459{col 37}{space 1}   -1.50{col 46}{space 3}0.133{col 54}{space 4}-3.171926{col 67}{space 3} .4193001
{txt}{space 7}2005  {c |}{col 14}{res}{space 2}-.9317678{col 26}{space 2} 1.000517{col 37}{space 1}   -0.93{col 46}{space 3}0.352{col 54}{space 4}-2.892746{col 67}{space 3}  1.02921
{txt}{space 7}2006  {c |}{col 14}{res}{space 2}-.7652497{col 26}{space 2} 1.111084{col 37}{space 1}   -0.69{col 46}{space 3}0.491{col 54}{space 4}-2.942935{col 67}{space 3} 1.412435
{txt}{space 7}2007  {c |}{col 14}{res}{space 2}-.6395185{col 26}{space 2} 1.081013{col 37}{space 1}   -0.59{col 46}{space 3}0.554{col 54}{space 4}-2.758265{col 67}{space 3} 1.479228
{txt}{space 7}2008  {c |}{col 14}{res}{space 2}-.8752936{col 26}{space 2} .8248636{col 37}{space 1}   -1.06{col 46}{space 3}0.289{col 54}{space 4}-2.491997{col 67}{space 3} .7414093
{txt}{space 7}2009  {c |}{col 14}{res}{space 2} .2469939{col 26}{space 2} .5242597{col 37}{space 1}    0.47{col 46}{space 3}0.638{col 54}{space 4}-.7805363{col 67}{space 3} 1.274524
{txt}{space 7}2010  {c |}{col 14}{res}{space 2} .2008225{col 26}{space 2} .6321183{col 37}{space 1}    0.32{col 46}{space 3}0.751{col 54}{space 4}-1.038107{col 67}{space 3} 1.439752
{txt}{space 7}2011  {c |}{col 14}{res}{space 2}        0{col 26}{txt}  (omitted)
{space 12} {c |}
{space 7}_cons {c |}{col 14}{res}{space 2}-.3621524{col 26}{space 2} 2.325428{col 37}{space 1}   -0.16{col 46}{space 3}0.876{col 54}{space 4}-4.919908{col 67}{space 3} 4.195603
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}

{com}. eststo newretire
{txt}
{com}. 
. logit retired2 DIFFusmonthcitymonth unemploymonthlyus CENSUS2000medhhinc logCENSUS2000pop CENSUS2000hispanicpercent CENSUS2000blackpercent CENSUS2000bachdegplus CENSUS2000medhomevalue CENSUS1990medhhinc mayorcouncildum demvs1988  victories retireracewhite retirepartyd i.year, cluster(citystabbr)

{txt}note: 1996.year != 0 predicts failure perfectly
      1996.year dropped and 17 obs not used

note: 2009.year != 0 predicts failure perfectly
      2009.year dropped and 2 obs not used

note: 2010.year != 0 predicts failure perfectly
      2010.year dropped and 3 obs not used

{res}{txt}Iteration 0:{space 3}log pseudolikelihood = {res:-204.30009}  
Iteration 1:{space 3}log pseudolikelihood = {res:-172.81186}  
Iteration 2:{space 3}log pseudolikelihood = {res:-165.39945}  
Iteration 3:{space 3}log pseudolikelihood = {res:-165.16215}  
Iteration 4:{space 3}log pseudolikelihood = {res:-165.16159}  
Iteration 5:{space 3}log pseudolikelihood = {res:-165.16159}  
{res}
{txt}Logistic regression{col 51}Number of obs{col 67}= {res}       468
{txt}{col 51}Wald chi2({res}31{txt}){col 67}= {res}     60.18
{txt}{col 51}Prob > chi2{col 67}= {res}    0.0013
{txt}Log pseudolikelihood = {res}-165.16159{txt}{col 51}Pseudo R2{col 67}= {res}    0.1916

{txt}{ralign 78:(Std. Err. adjusted for {res:162} clusters in citystabbr)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}    retired2{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
DIFFusmont~h {c |}{col 14}{res}{space 2}-.0869007{col 26}{space 2}  .087832{col 37}{space 1}   -0.99{col 46}{space 3}0.322{col 54}{space 4}-.2590483{col 67}{space 3}  .085247
{txt}unemploymo~s {c |}{col 14}{res}{space 2} .1543469{col 26}{space 2} .4205718{col 37}{space 1}    0.37{col 46}{space 3}0.714{col 54}{space 4}-.6699586{col 67}{space 3} .9786524
{txt}CENSUS2000~c {c |}{col 14}{res}{space 2} .0003563{col 26}{space 2} .0502887{col 37}{space 1}    0.01{col 46}{space 3}0.994{col 54}{space 4}-.0982077{col 67}{space 3} .0989203
{txt}logCENSUS2~p {c |}{col 14}{res}{space 2} .0542013{col 26}{space 2} .1309957{col 37}{space 1}    0.41{col 46}{space 3}0.679{col 54}{space 4}-.2025455{col 67}{space 3} .3109482
{txt}CEN~cpercent {c |}{col 14}{res}{space 2}-1.679641{col 26}{space 2} 1.147552{col 37}{space 1}   -1.46{col 46}{space 3}0.143{col 54}{space 4}-3.928803{col 67}{space 3} .5695202
{txt}CEN~kpercent {c |}{col 14}{res}{space 2}-2.402027{col 26}{space 2} 1.132155{col 37}{space 1}   -2.12{col 46}{space 3}0.034{col 54}{space 4} -4.62101{col 67}{space 3} -.183044
{txt}CENSUS2000~s {c |}{col 14}{res}{space 2}-2.747976{col 26}{space 2} 3.024829{col 37}{space 1}   -0.91{col 46}{space 3}0.364{col 54}{space 4}-8.676532{col 67}{space 3} 3.180579
{txt}CENSUS2000~e {c |}{col 14}{res}{space 2}-.1045455{col 26}{space 2} .0388465{col 37}{space 1}   -2.69{col 46}{space 3}0.007{col 54}{space 4}-.1806832{col 67}{space 3}-.0284078
{txt}CENSUS1990~c {c |}{col 14}{res}{space 2} .0332408{col 26}{space 2} .0696399{col 37}{space 1}    0.48{col 46}{space 3}0.633{col 54}{space 4}-.1032508{col 67}{space 3} .1697324
{txt}mayorcounc~m {c |}{col 14}{res}{space 2}-.1591186{col 26}{space 2} .2783765{col 37}{space 1}   -0.57{col 46}{space 3}0.568{col 54}{space 4}-.7047264{col 67}{space 3} .3864893
{txt}{space 3}demvs1988 {c |}{col 14}{res}{space 2}-.5821806{col 26}{space 2} 1.695306{col 37}{space 1}   -0.34{col 46}{space 3}0.731{col 54}{space 4}-3.904919{col 67}{space 3} 2.740558
{txt}{space 3}victories {c |}{col 14}{res}{space 2}  -.99064{col 26}{space 2} .2450686{col 37}{space 1}   -4.04{col 46}{space 3}0.000{col 54}{space 4}-1.470966{col 67}{space 3}-.5103144
{txt}retirerace~e {c |}{col 14}{res}{space 2}-.0409837{col 26}{space 2} .3718154{col 37}{space 1}   -0.11{col 46}{space 3}0.912{col 54}{space 4}-.7697285{col 67}{space 3} .6877611
{txt}retirepartyd {c |}{col 14}{res}{space 2}  .018198{col 26}{space 2} .2713484{col 37}{space 1}    0.07{col 46}{space 3}0.947{col 54}{space 4} -.513635{col 67}{space 3}  .550031
{txt}{space 12} {c |}
{space 8}year {c |}
{space 7}1991  {c |}{col 14}{res}{space 2}-.3293958{col 26}{space 2} .9322965{col 37}{space 1}   -0.35{col 46}{space 3}0.724{col 54}{space 4}-2.156663{col 67}{space 3} 1.497872
{txt}{space 7}1992  {c |}{col 14}{res}{space 2} .4307131{col 26}{space 2} 1.385106{col 37}{space 1}    0.31{col 46}{space 3}0.756{col 54}{space 4}-2.284044{col 67}{space 3}  3.14547
{txt}{space 7}1993  {c |}{col 14}{res}{space 2}-.6142961{col 26}{space 2} 1.050326{col 37}{space 1}   -0.58{col 46}{space 3}0.559{col 54}{space 4}-2.672897{col 67}{space 3} 1.444304
{txt}{space 7}1994  {c |}{col 14}{res}{space 2} .6942733{col 26}{space 2} .9157006{col 37}{space 1}    0.76{col 46}{space 3}0.448{col 54}{space 4}-1.100467{col 67}{space 3} 2.489013
{txt}{space 7}1995  {c |}{col 14}{res}{space 2}-1.464469{col 26}{space 2}  1.01858{col 37}{space 1}   -1.44{col 46}{space 3}0.151{col 54}{space 4}-3.460849{col 67}{space 3} .5319113
{txt}{space 7}1996  {c |}{col 14}{res}{space 2}        0{col 26}{txt}  (empty)
{space 7}1997  {c |}{col 14}{res}{space 2}-.2722898{col 26}{space 2} .9058334{col 37}{space 1}   -0.30{col 46}{space 3}0.764{col 54}{space 4}-2.047691{col 67}{space 3} 1.503111
{txt}{space 7}1998  {c |}{col 14}{res}{space 2}-.5780019{col 26}{space 2}  1.13375{col 37}{space 1}   -0.51{col 46}{space 3}0.610{col 54}{space 4}-2.800112{col 67}{space 3} 1.644108
{txt}{space 7}1999  {c |}{col 14}{res}{space 2} .1803078{col 26}{space 2} 1.120678{col 37}{space 1}    0.16{col 46}{space 3}0.872{col 54}{space 4} -2.01618{col 67}{space 3} 2.376796
{txt}{space 7}2000  {c |}{col 14}{res}{space 2} .6503926{col 26}{space 2} 1.226076{col 37}{space 1}    0.53{col 46}{space 3}0.596{col 54}{space 4}-1.752673{col 67}{space 3} 3.053458
{txt}{space 7}2001  {c |}{col 14}{res}{space 2} .0323277{col 26}{space 2} .8788852{col 37}{space 1}    0.04{col 46}{space 3}0.971{col 54}{space 4}-1.690256{col 67}{space 3} 1.754911
{txt}{space 7}2002  {c |}{col 14}{res}{space 2} .2022781{col 26}{space 2} .8935515{col 37}{space 1}    0.23{col 46}{space 3}0.821{col 54}{space 4}-1.549051{col 67}{space 3} 1.953607
{txt}{space 7}2003  {c |}{col 14}{res}{space 2}-.0961331{col 26}{space 2} .7921619{col 37}{space 1}   -0.12{col 46}{space 3}0.903{col 54}{space 4}-1.648742{col 67}{space 3} 1.456476
{txt}{space 7}2004  {c |}{col 14}{res}{space 2}-.2452421{col 26}{space 2} .9455058{col 37}{space 1}   -0.26{col 46}{space 3}0.795{col 54}{space 4}  -2.0984{col 67}{space 3} 1.607915
{txt}{space 7}2005  {c |}{col 14}{res}{space 2} .0071449{col 26}{space 2} .8678382{col 37}{space 1}    0.01{col 46}{space 3}0.993{col 54}{space 4}-1.693787{col 67}{space 3} 1.708076
{txt}{space 7}2006  {c |}{col 14}{res}{space 2}-.5638206{col 26}{space 2} .9688095{col 37}{space 1}   -0.58{col 46}{space 3}0.561{col 54}{space 4}-2.462652{col 67}{space 3} 1.335011
{txt}{space 7}2007  {c |}{col 14}{res}{space 2}-.6322804{col 26}{space 2} .9569416{col 37}{space 1}   -0.66{col 46}{space 3}0.509{col 54}{space 4}-2.507851{col 67}{space 3} 1.243291
{txt}{space 7}2008  {c |}{col 14}{res}{space 2}-.0142926{col 26}{space 2} .8746882{col 37}{space 1}   -0.02{col 46}{space 3}0.987{col 54}{space 4} -1.72865{col 67}{space 3} 1.700065
{txt}{space 7}2009  {c |}{col 14}{res}{space 2}        0{col 26}{txt}  (empty)
{space 7}2010  {c |}{col 14}{res}{space 2}        0{col 26}{txt}  (empty)
{space 12} {c |}
{space 7}_cons {c |}{col 14}{res}{space 2} 1.207426{col 26}{space 2} 3.400299{col 37}{space 1}    0.36{col 46}{space 3}0.723{col 54}{space 4}-5.457038{col 67}{space 3} 7.871891
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}

{com}. eststo unspecmonann
{txt}
{com}. 
. logit retired DIFFusmonthcitymonth unemploymonthlyus CENSUS2000medhhinc logCENSUS2000pop CENSUS2000hispanicpercent CENSUS2000blackpercent CENSUS2000bachdegplus CENSUS2000medhomevalue CENSUS1990medhhinc mayorcouncildum  demvs1988  victories retireracewhite retirepartyd i.year, cluster(citystabbr)

{txt}note: 2009.year != 0 predicts failure perfectly
      2009.year dropped and 2 obs not used

{res}{txt}Iteration 0:{space 3}log pseudolikelihood = {res:-334.52668}  
Iteration 1:{space 3}log pseudolikelihood = {res:-283.32274}  
Iteration 2:{space 3}log pseudolikelihood = {res:-276.35433}  
Iteration 3:{space 3}log pseudolikelihood = {res: -276.2108}  
Iteration 4:{space 3}log pseudolikelihood = {res:-276.21058}  
Iteration 5:{space 3}log pseudolikelihood = {res:-276.21058}  
{res}
{txt}Logistic regression{col 51}Number of obs{col 67}= {res}       570
{txt}{col 51}Wald chi2({res}33{txt}){col 67}= {res}     95.49
{txt}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}Log pseudolikelihood = {res}-276.21058{txt}{col 51}Pseudo R2{col 67}= {res}    0.1743

{txt}{ralign 78:(Std. Err. adjusted for {res:163} clusters in citystabbr)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}     retired{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
DIFFusmont~h {c |}{col 14}{res}{space 2}-.0711235{col 26}{space 2} .0571911{col 37}{space 1}   -1.24{col 46}{space 3}0.214{col 54}{space 4} -.183216{col 67}{space 3} .0409689
{txt}unemploymo~s {c |}{col 14}{res}{space 2} .0358099{col 26}{space 2} .4046884{col 37}{space 1}    0.09{col 46}{space 3}0.929{col 54}{space 4}-.7573647{col 67}{space 3} .8289846
{txt}CENSUS2000~c {c |}{col 14}{res}{space 2}-.0192625{col 26}{space 2} .0279854{col 37}{space 1}   -0.69{col 46}{space 3}0.491{col 54}{space 4}-.0741128{col 67}{space 3} .0355878
{txt}logCENSUS2~p {c |}{col 14}{res}{space 2} .2155079{col 26}{space 2} .0879954{col 37}{space 1}    2.45{col 46}{space 3}0.014{col 54}{space 4}   .04304{col 67}{space 3} .3879757
{txt}CEN~cpercent {c |}{col 14}{res}{space 2}-.9505404{col 26}{space 2} .8278858{col 37}{space 1}   -1.15{col 46}{space 3}0.251{col 54}{space 4}-2.573167{col 67}{space 3}  .672086
{txt}CEN~kpercent {c |}{col 14}{res}{space 2}-.9387482{col 26}{space 2} .7896969{col 37}{space 1}   -1.19{col 46}{space 3}0.235{col 54}{space 4}-2.486526{col 67}{space 3} .6090292
{txt}CENSUS2000~s {c |}{col 14}{res}{space 2} .7124316{col 26}{space 2} 1.997973{col 37}{space 1}    0.36{col 46}{space 3}0.721{col 54}{space 4}-3.203524{col 67}{space 3} 4.628387
{txt}CENSUS2000~e {c |}{col 14}{res}{space 2}-.0313534{col 26}{space 2} .0220337{col 37}{space 1}   -1.42{col 46}{space 3}0.155{col 54}{space 4}-.0745386{col 67}{space 3} .0118318
{txt}CENSUS1990~c {c |}{col 14}{res}{space 2}  .034441{col 26}{space 2} .0406348{col 37}{space 1}    0.85{col 46}{space 3}0.397{col 54}{space 4}-.0452018{col 67}{space 3} .1140837
{txt}mayorcounc~m {c |}{col 14}{res}{space 2} -.062548{col 26}{space 2} .1935388{col 37}{space 1}   -0.32{col 46}{space 3}0.747{col 54}{space 4}-.4418771{col 67}{space 3} .3167811
{txt}{space 3}demvs1988 {c |}{col 14}{res}{space 2} .2906456{col 26}{space 2} 1.044792{col 37}{space 1}    0.28{col 46}{space 3}0.781{col 54}{space 4}-1.757109{col 67}{space 3} 2.338401
{txt}{space 3}victories {c |}{col 14}{res}{space 2}-.8266603{col 26}{space 2} .1421265{col 37}{space 1}   -5.82{col 46}{space 3}0.000{col 54}{space 4}-1.105223{col 67}{space 3}-.5480975
{txt}retirerace~e {c |}{col 14}{res}{space 2}-.1165045{col 26}{space 2} .2595201{col 37}{space 1}   -0.45{col 46}{space 3}0.653{col 54}{space 4}-.6251546{col 67}{space 3} .3921456
{txt}retirepartyd {c |}{col 14}{res}{space 2}-.0896452{col 26}{space 2} .1951769{col 37}{space 1}   -0.46{col 46}{space 3}0.646{col 54}{space 4} -.472185{col 67}{space 3} .2928946
{txt}{space 12} {c |}
{space 8}year {c |}
{space 7}1991  {c |}{col 14}{res}{space 2}-.3239767{col 26}{space 2} .8610627{col 37}{space 1}   -0.38{col 46}{space 3}0.707{col 54}{space 4}-2.011628{col 67}{space 3} 1.363675
{txt}{space 7}1992  {c |}{col 14}{res}{space 2} 1.214261{col 26}{space 2} 1.290774{col 37}{space 1}    0.94{col 46}{space 3}0.347{col 54}{space 4} -1.31561{col 67}{space 3} 3.744132
{txt}{space 7}1993  {c |}{col 14}{res}{space 2} -.119317{col 26}{space 2} .8649782{col 37}{space 1}   -0.14{col 46}{space 3}0.890{col 54}{space 4}-1.814643{col 67}{space 3} 1.576009
{txt}{space 7}1994  {c |}{col 14}{res}{space 2}    .8995{col 26}{space 2} .8962602{col 37}{space 1}    1.00{col 46}{space 3}0.316{col 54}{space 4}-.8571378{col 67}{space 3} 2.656138
{txt}{space 7}1995  {c |}{col 14}{res}{space 2}-.9514768{col 26}{space 2} .8488691{col 37}{space 1}   -1.12{col 46}{space 3}0.262{col 54}{space 4} -2.61523{col 67}{space 3}  .712276
{txt}{space 7}1996  {c |}{col 14}{res}{space 2}-1.596263{col 26}{space 2} 1.456866{col 37}{space 1}   -1.10{col 46}{space 3}0.273{col 54}{space 4}-4.451667{col 67}{space 3} 1.259141
{txt}{space 7}1997  {c |}{col 14}{res}{space 2}-.5224272{col 26}{space 2} .9339659{col 37}{space 1}   -0.56{col 46}{space 3}0.576{col 54}{space 4}-2.352967{col 67}{space 3} 1.308112
{txt}{space 7}1998  {c |}{col 14}{res}{space 2} -.032927{col 26}{space 2}  .906986{col 37}{space 1}   -0.04{col 46}{space 3}0.971{col 54}{space 4}-1.810587{col 67}{space 3} 1.744733
{txt}{space 7}1999  {c |}{col 14}{res}{space 2} .3318483{col 26}{space 2} 1.086065{col 37}{space 1}    0.31{col 46}{space 3}0.760{col 54}{space 4}  -1.7968{col 67}{space 3} 2.460497
{txt}{space 7}2000  {c |}{col 14}{res}{space 2} .9417966{col 26}{space 2} 1.205246{col 37}{space 1}    0.78{col 46}{space 3}0.435{col 54}{space 4}-1.420442{col 67}{space 3} 3.304035
{txt}{space 7}2001  {c |}{col 14}{res}{space 2} .0752657{col 26}{space 2} .8406136{col 37}{space 1}    0.09{col 46}{space 3}0.929{col 54}{space 4}-1.572307{col 67}{space 3} 1.722838
{txt}{space 7}2002  {c |}{col 14}{res}{space 2} .5147996{col 26}{space 2} .8081048{col 37}{space 1}    0.64{col 46}{space 3}0.524{col 54}{space 4}-1.069057{col 67}{space 3} 2.098656
{txt}{space 7}2003  {c |}{col 14}{res}{space 2} .4075167{col 26}{space 2}   .72981{col 37}{space 1}    0.56{col 46}{space 3}0.577{col 54}{space 4}-1.022885{col 67}{space 3} 1.837918
{txt}{space 7}2004  {c |}{col 14}{res}{space 2} .8545995{col 26}{space 2} .8734967{col 37}{space 1}    0.98{col 46}{space 3}0.328{col 54}{space 4}-.8574225{col 67}{space 3} 2.566621
{txt}{space 7}2005  {c |}{col 14}{res}{space 2} .2385469{col 26}{space 2} .8492095{col 37}{space 1}    0.28{col 46}{space 3}0.779{col 54}{space 4}-1.425873{col 67}{space 3} 1.902967
{txt}{space 7}2006  {c |}{col 14}{res}{space 2}-.5215376{col 26}{space 2} .9640047{col 37}{space 1}   -0.54{col 46}{space 3}0.588{col 54}{space 4}-2.410952{col 67}{space 3} 1.367877
{txt}{space 7}2007  {c |}{col 14}{res}{space 2}-.5470198{col 26}{space 2} .9524602{col 37}{space 1}   -0.57{col 46}{space 3}0.566{col 54}{space 4}-2.413807{col 67}{space 3} 1.319768
{txt}{space 7}2008  {c |}{col 14}{res}{space 2} .3852035{col 26}{space 2}  .864203{col 37}{space 1}    0.45{col 46}{space 3}0.656{col 54}{space 4}-1.308603{col 67}{space 3}  2.07901
{txt}{space 7}2009  {c |}{col 14}{res}{space 2}        0{col 26}{txt}  (empty)
{space 7}2010  {c |}{col 14}{res}{space 2} .3830578{col 26}{space 2} 1.701753{col 37}{space 1}    0.23{col 46}{space 3}0.822{col 54}{space 4}-2.952316{col 67}{space 3} 3.718432
{txt}{space 12} {c |}
{space 7}_cons {c |}{col 14}{res}{space 2}-1.483118{col 26}{space 2}  2.86128{col 37}{space 1}   -0.52{col 46}{space 3}0.604{col 54}{space 4}-7.091124{col 67}{space 3} 4.124889
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}

{com}. eststo allretiremonann
{txt}
{com}. 
. estout newretire unspecmonann allretiremonann using retire32.tex, replace cells(b (star fmt(3)) se(par fmt(3))) stats(r2 N, labels(R^{c -(}2{c )-} "N")) label legend varlabels(_cons Constant) style(tex)
{res}{txt}(output written to {browse  `"retire32.tex"'})

{com}. eststo clear
{txt}
{com}. 
. **to check linearity: figure 3
. **xtile unemploquin= DIFFusmonthcitymonth, nq(5)
. 
. *tabulate unemploquin, gen(unemploquin)
. *tabulate DIFFusmonthcitymonth, gen(DIFFusmonthcitymonth5)
. 
. reg incumbentpercent unemploquin2 unemploquin3 unemploquin4 unemploquin5 unemployannualus CENSUS2000medhhinc logCENSUS2000pop CENSUS2000hispanicpercent CENSUS2000blackpercent CENSUS2000bachdegplus CENSUS2000medhomevalue CENSUS1990medhhinc mayorcouncildum demvs1988   i.year if cityinds==1, cluster(citystabbr) 
{p 0 6 2}{txt}note: 2011.year omitted because of collinearity{p_end}

Linear regression                                      Number of obs ={res}     341
                                                       {txt}F( 34,   114) ={res}    2.49
                                                       {txt}Prob > F      = {res} 0.0002
                                                       {txt}R-squared     = {res} 0.1568
                                                       {txt}Root MSE      = {res}  .1249

{txt}{ralign 78:(Std. Err. adjusted for {res:115} clusters in citystabbr)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}incumbentp~t{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
unemploquin2 {c |}{col 14}{res}{space 2} .0253572{col 26}{space 2} .0253581{col 37}{space 1}    1.00{col 46}{space 3}0.319{col 54}{space 4} -.024877{col 67}{space 3} .0755914
{txt}unemploquin3 {c |}{col 14}{res}{space 2} .0293205{col 26}{space 2} .0265922{col 37}{space 1}    1.10{col 46}{space 3}0.273{col 54}{space 4}-.0233585{col 67}{space 3} .0819995
{txt}unemploquin4 {c |}{col 14}{res}{space 2} .0268233{col 26}{space 2} .0303831{col 37}{space 1}    0.88{col 46}{space 3}0.379{col 54}{space 4}-.0333655{col 67}{space 3}  .087012
{txt}unemploquin5 {c |}{col 14}{res}{space 2} .0858486{col 26}{space 2} .0300973{col 37}{space 1}    2.85{col 46}{space 3}0.005{col 54}{space 4} .0262261{col 67}{space 3} .1454711
{txt}unemployan~s {c |}{col 14}{res}{space 2}-.0216272{col 26}{space 2} .0336251{col 37}{space 1}   -0.64{col 46}{space 3}0.521{col 54}{space 4}-.0882382{col 67}{space 3} .0449839
{txt}CENSUS2000~c {c |}{col 14}{res}{space 2} .0064427{col 26}{space 2} .0022003{col 37}{space 1}    2.93{col 46}{space 3}0.004{col 54}{space 4} .0020839{col 67}{space 3} .0108014
{txt}logCENSUS2~p {c |}{col 14}{res}{space 2} .0113055{col 26}{space 2} .0101652{col 37}{space 1}    1.11{col 46}{space 3}0.268{col 54}{space 4}-.0088316{col 67}{space 3} .0314427
{txt}CEN~cpercent {c |}{col 14}{res}{space 2} .0610834{col 26}{space 2} .0535509{col 37}{space 1}    1.14{col 46}{space 3}0.256{col 54}{space 4}-.0450005{col 67}{space 3} .1671672
{txt}CEN~kpercent {c |}{col 14}{res}{space 2}-.0406314{col 26}{space 2} .0672802{col 37}{space 1}   -0.60{col 46}{space 3}0.547{col 54}{space 4}-.1739131{col 67}{space 3} .0926502
{txt}CENSUS2000~s {c |}{col 14}{res}{space 2}-.3025742{col 26}{space 2} .1853832{col 37}{space 1}   -1.63{col 46}{space 3}0.105{col 54}{space 4}-.6698169{col 67}{space 3} .0646685
{txt}CENSUS2000~e {c |}{col 14}{res}{space 2} -.002056{col 26}{space 2} .0014727{col 37}{space 1}   -1.40{col 46}{space 3}0.165{col 54}{space 4}-.0049734{col 67}{space 3} .0008613
{txt}CENSUS1990~c {c |}{col 14}{res}{space 2}-.0057242{col 26}{space 2} .0024897{col 37}{space 1}   -2.30{col 46}{space 3}0.023{col 54}{space 4}-.0106562{col 67}{space 3}-.0007922
{txt}mayorcounc~m {c |}{col 14}{res}{space 2} .0188748{col 26}{space 2} .0193398{col 37}{space 1}    0.98{col 46}{space 3}0.331{col 54}{space 4}-.0194372{col 67}{space 3} .0571868
{txt}{space 3}demvs1988 {c |}{col 14}{res}{space 2}-.0367451{col 26}{space 2}  .090193{col 37}{space 1}   -0.41{col 46}{space 3}0.684{col 54}{space 4}-.2154166{col 67}{space 3} .1419264
{txt}{space 12} {c |}
{space 8}year {c |}
{space 7}1991  {c |}{col 14}{res}{space 2}  .041809{col 26}{space 2} .0543905{col 37}{space 1}    0.77{col 46}{space 3}0.444{col 54}{space 4} -.065938{col 67}{space 3} .1495561
{txt}{space 7}1992  {c |}{col 14}{res}{space 2} .0028428{col 26}{space 2}  .063879{col 37}{space 1}    0.04{col 46}{space 3}0.965{col 54}{space 4}-.1237011{col 67}{space 3} .1293867
{txt}{space 7}1993  {c |}{col 14}{res}{space 2} .0080141{col 26}{space 2} .0524197{col 37}{space 1}    0.15{col 46}{space 3}0.879{col 54}{space 4}-.0958288{col 67}{space 3} .1118571
{txt}{space 7}1994  {c |}{col 14}{res}{space 2} .0602543{col 26}{space 2} .0510371{col 37}{space 1}    1.18{col 46}{space 3}0.240{col 54}{space 4}-.0408498{col 67}{space 3} .1613585
{txt}{space 7}1995  {c |}{col 14}{res}{space 2}-.0032765{col 26}{space 2} .0474889{col 37}{space 1}   -0.07{col 46}{space 3}0.945{col 54}{space 4}-.0973516{col 67}{space 3} .0907986
{txt}{space 7}1996  {c |}{col 14}{res}{space 2}-.0443766{col 26}{space 2} .0492063{col 37}{space 1}   -0.90{col 46}{space 3}0.369{col 54}{space 4}-.1418538{col 67}{space 3} .0531007
{txt}{space 7}1997  {c |}{col 14}{res}{space 2}-.0355517{col 26}{space 2} .0570056{col 37}{space 1}   -0.62{col 46}{space 3}0.534{col 54}{space 4}-.1484794{col 67}{space 3} .0773759
{txt}{space 7}1998  {c |}{col 14}{res}{space 2} .0224884{col 26}{space 2} .0701069{col 37}{space 1}    0.32{col 46}{space 3}0.749{col 54}{space 4}-.1163929{col 67}{space 3} .1613696
{txt}{space 7}1999  {c |}{col 14}{res}{space 2}  .019029{col 26}{space 2} .0759319{col 37}{space 1}    0.25{col 46}{space 3}0.803{col 54}{space 4}-.1313916{col 67}{space 3} .1694495
{txt}{space 7}2000  {c |}{col 14}{res}{space 2}-.0007595{col 26}{space 2}  .080182{col 37}{space 1}   -0.01{col 46}{space 3}0.992{col 54}{space 4}-.1595995{col 67}{space 3} .1580804
{txt}{space 7}2001  {c |}{col 14}{res}{space 2} .0081752{col 26}{space 2} .0653927{col 37}{space 1}    0.13{col 46}{space 3}0.901{col 54}{space 4}-.1213673{col 67}{space 3} .1377177
{txt}{space 7}2002  {c |}{col 14}{res}{space 2}  .055158{col 26}{space 2} .0504416{col 37}{space 1}    1.09{col 46}{space 3}0.276{col 54}{space 4}-.0447664{col 67}{space 3} .1550824
{txt}{space 7}2003  {c |}{col 14}{res}{space 2} .0519568{col 26}{space 2} .0448601{col 37}{space 1}    1.16{col 46}{space 3}0.249{col 54}{space 4}-.0369108{col 67}{space 3} .1408244
{txt}{space 7}2004  {c |}{col 14}{res}{space 2}-.0826444{col 26}{space 2} .0582439{col 37}{space 1}   -1.42{col 46}{space 3}0.159{col 54}{space 4}-.1980252{col 67}{space 3} .0327364
{txt}{space 7}2005  {c |}{col 14}{res}{space 2}  .009019{col 26}{space 2} .0580802{col 37}{space 1}    0.16{col 46}{space 3}0.877{col 54}{space 4}-.1060374{col 67}{space 3} .1240755
{txt}{space 7}2006  {c |}{col 14}{res}{space 2} .0030032{col 26}{space 2} .0745214{col 37}{space 1}    0.04{col 46}{space 3}0.968{col 54}{space 4}-.1446232{col 67}{space 3} .1506296
{txt}{space 7}2007  {c |}{col 14}{res}{space 2} .0339353{col 26}{space 2} .0667408{col 37}{space 1}    0.51{col 46}{space 3}0.612{col 54}{space 4}-.0982777{col 67}{space 3} .1661483
{txt}{space 7}2008  {c |}{col 14}{res}{space 2}-.0310072{col 26}{space 2} .0536915{col 37}{space 1}   -0.58{col 46}{space 3}0.565{col 54}{space 4}-.1373696{col 67}{space 3} .0753552
{txt}{space 7}2009  {c |}{col 14}{res}{space 2} .0597978{col 26}{space 2} .0982725{col 37}{space 1}    0.61{col 46}{space 3}0.544{col 54}{space 4}-.1348792{col 67}{space 3} .2544748
{txt}{space 7}2010  {c |}{col 14}{res}{space 2} .1563213{col 26}{space 2} .1259685{col 37}{space 1}    1.24{col 46}{space 3}0.217{col 54}{space 4}-.0932213{col 67}{space 3} .4058639
{txt}{space 7}2011  {c |}{col 14}{res}{space 2}        0{col 26}{txt}  (omitted)
{space 12} {c |}
{space 7}_cons {c |}{col 14}{res}{space 2} .5066043{col 26}{space 2} .2635448{col 37}{space 1}    1.92{col 46}{space 3}0.057{col 54}{space 4} -.015476{col 67}{space 3} 1.028685
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}
{com}. eststo linear
{txt}
{com}. 
. estout linear using linear.txt, replace cells(b (star fmt(3)) se(par fmt(3))) stats(r2 N, labels(R^{c -(}2{c )-} "N")) label legend varlabels(_cons Constant) style(tab)
{res}{txt}(output written to {browse  `"linear.txt"'})

{com}. 
. **Robustness outlier loop, figure 4
. **egen group2=group(citystabbr) if cityinds==1
. preserve
{txt}
{com}. 
. keep if cityinds==1
{txt}(923 observations deleted)

{com}. su group2, meanonly
{txt}
{com}. foreach i of num 1/`r(max)' {c -(}
{txt}  2{com}. reg incumbentpercent DIFFusmonthcitymonth unemploymonthlyus CENSUS2000medhhinc logCENSUS2000pop CENSUS2000hispanicpercent CENSUS2000blackpercent CENSUS2000bachdegplus CENSUS2000medhomevalue CENSUS1990medhhinc mayorcouncildum demvs1988  i.year if group!=`i' &cityinds==1, cluster(citystabbr)
{txt}  3{com}. capture eststo est`i'
{txt}  4{com}. {c )-}

{txt}Linear regression                                      Number of obs ={res}     337
                                                       {txt}F( 32,   113) ={res}    2.00
                                                       {txt}Prob > F      = {res} 0.0043
                                                       {txt}R-squared     = {res} 0.1505
                                                       {txt}Root MSE      = {res}  .1249

{txt}{ralign 78:(Std. Err. adjusted for {res:114} clusters in citystabbr)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}incumbentp~t{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
DIFFusmont~h {c |}{col 14}{res}{space 2} .0109696{col 26}{space 2} .0041057{col 37}{space 1}    2.67{col 46}{space 3}0.009{col 54}{space 4} .0028354{col 67}{space 3} .0191038
{txt}unemploymo~s {c |}{col 14}{res}{space 2} .0052036{col 26}{space 2} .0260884{col 37}{space 1}    0.20{col 46}{space 3}0.842{col 54}{space 4}-.0464822{col 67}{space 3} .0568894
{txt}CENSUS2000~c {c |}{col 14}{res}{space 2} .0066609{col 26}{space 2} .0022979{col 37}{space 1}    2.90{col 46}{space 3}0.005{col 54}{space 4} .0021084{col 67}{space 3} .0112133
{txt}logCENSUS2~p {c |}{col 14}{res}{space 2} .0078438{col 26}{space 2} .0100923{col 37}{space 1}    0.78{col 46}{space 3}0.439{col 54}{space 4}-.0121509{col 67}{space 3} .0278385
{txt}CEN~cpercent {c |}{col 14}{res}{space 2} .0884237{col 26}{space 2} .0511292{col 37}{space 1}    1.73{col 46}{space 3}0.086{col 54}{space 4}-.0128726{col 67}{space 3} .1897199
{txt}CEN~kpercent {c |}{col 14}{res}{space 2}-.0021683{col 26}{space 2} .0614631{col 37}{space 1}   -0.04{col 46}{space 3}0.972{col 54}{space 4}-.1239378{col 67}{space 3} .1196013
{txt}CENSUS2000~s {c |}{col 14}{res}{space 2}-.3041331{col 26}{space 2} .1737383{col 37}{space 1}   -1.75{col 46}{space 3}0.083{col 54}{space 4}-.6483399{col 67}{space 3} .0400737
{txt}CENSUS2000~e {c |}{col 14}{res}{space 2}-.0018753{col 26}{space 2} .0014358{col 37}{space 1}   -1.31{col 46}{space 3}0.194{col 54}{space 4}-.0047198{col 67}{space 3} .0009692
{txt}CENSUS1990~c {c |}{col 14}{res}{space 2} -.005392{col 26}{space 2} .0025156{col 37}{space 1}   -2.14{col 46}{space 3}0.034{col 54}{space 4}-.0103759{col 67}{space 3}-.0004081
{txt}mayorcounc~m {c |}{col 14}{res}{space 2} .0189469{col 26}{space 2} .0190591{col 37}{space 1}    0.99{col 46}{space 3}0.322{col 54}{space 4}-.0188125{col 67}{space 3} .0567064
{txt}{space 3}demvs1988 {c |}{col 14}{res}{space 2}-.0331163{col 26}{space 2}  .092192{col 37}{space 1}   -0.36{col 46}{space 3}0.720{col 54}{space 4}-.2157652{col 67}{space 3} .1495326
{txt}{space 12} {c |}
{space 8}year {c |}
{space 7}1991  {c |}{col 14}{res}{space 2} .0265082{col 26}{space 2} .0598338{col 37}{space 1}    0.44{col 46}{space 3}0.659{col 54}{space 4}-.0920333{col 67}{space 3} .1450498
{txt}{space 7}1992  {c |}{col 14}{res}{space 2}-.0115274{col 26}{space 2}  .061126{col 37}{space 1}   -0.19{col 46}{space 3}0.851{col 54}{space 4} -.132629{col 67}{space 3} .1095741
{txt}{space 7}1993  {c |}{col 14}{res}{space 2}-.0130033{col 26}{space 2} .0561734{col 37}{space 1}   -0.23{col 46}{space 3}0.817{col 54}{space 4}-.1242929{col 67}{space 3} .0982863
{txt}{space 7}1994  {c |}{col 14}{res}{space 2} .0706241{col 26}{space 2} .0539538{col 37}{space 1}    1.31{col 46}{space 3}0.193{col 54}{space 4} -.036268{col 67}{space 3} .1775162
{txt}{space 7}1995  {c |}{col 14}{res}{space 2} .0182334{col 26}{space 2} .0473779{col 37}{space 1}    0.38{col 46}{space 3}0.701{col 54}{space 4}-.0756307{col 67}{space 3} .1120976
{txt}{space 7}1996  {c |}{col 14}{res}{space 2}-.0245637{col 26}{space 2} .0488797{col 37}{space 1}   -0.50{col 46}{space 3}0.616{col 54}{space 4}-.1214031{col 67}{space 3} .0722757
{txt}{space 7}1997  {c |}{col 14}{res}{space 2} .0055686{col 26}{space 2} .0503155{col 37}{space 1}    0.11{col 46}{space 3}0.912{col 54}{space 4}-.0941155{col 67}{space 3} .1052526
{txt}{space 7}1998  {c |}{col 14}{res}{space 2} .0629997{col 26}{space 2} .0629983{col 37}{space 1}    1.00{col 46}{space 3}0.319{col 54}{space 4}-.0618114{col 67}{space 3} .1878108
{txt}{space 7}1999  {c |}{col 14}{res}{space 2}  .073534{col 26}{space 2} .0605108{col 37}{space 1}    1.22{col 46}{space 3}0.227{col 54}{space 4}-.0463488{col 67}{space 3} .1934168
{txt}{space 7}2000  {c |}{col 14}{res}{space 2} .0482171{col 26}{space 2} .0668196{col 37}{space 1}    0.72{col 46}{space 3}0.472{col 54}{space 4}-.0841646{col 67}{space 3} .1805988
{txt}{space 7}2001  {c |}{col 14}{res}{space 2} .0330599{col 26}{space 2} .0520875{col 37}{space 1}    0.63{col 46}{space 3}0.527{col 54}{space 4}-.0701349{col 67}{space 3} .1362547
{txt}{space 7}2002  {c |}{col 14}{res}{space 2} .0631308{col 26}{space 2} .0508986{col 37}{space 1}    1.24{col 46}{space 3}0.217{col 54}{space 4}-.0377086{col 67}{space 3} .1639702
{txt}{space 7}2003  {c |}{col 14}{res}{space 2} .0492908{col 26}{space 2} .0478734{col 37}{space 1}    1.03{col 46}{space 3}0.305{col 54}{space 4}-.0455551{col 67}{space 3} .1441367
{txt}{space 7}2004  {c |}{col 14}{res}{space 2}-.0698251{col 26}{space 2} .0585314{col 37}{space 1}   -1.19{col 46}{space 3}0.235{col 54}{space 4}-.1857864{col 67}{space 3} .0461361
{txt}{space 7}2005  {c |}{col 14}{res}{space 2} .0372501{col 26}{space 2} .0538638{col 37}{space 1}    0.69{col 46}{space 3}0.491{col 54}{space 4}-.0694637{col 67}{space 3}  .143964
{txt}{space 7}2006  {c |}{col 14}{res}{space 2} .0226086{col 26}{space 2} .0640344{col 37}{space 1}    0.35{col 46}{space 3}0.725{col 54}{space 4}-.1042551{col 67}{space 3} .1494722
{txt}{space 7}2007  {c |}{col 14}{res}{space 2} .0615604{col 26}{space 2} .0554241{col 37}{space 1}    1.11{col 46}{space 3}0.269{col 54}{space 4}-.0482448{col 67}{space 3} .1713656
{txt}{space 7}2008  {c |}{col 14}{res}{space 2} -.025658{col 26}{space 2} .0555607{col 37}{space 1}   -0.46{col 46}{space 3}0.645{col 54}{space 4}-.1357338{col 67}{space 3} .0844178
{txt}{space 7}2009  {c |}{col 14}{res}{space 2}  -.02008{col 26}{space 2} .1112361{col 37}{space 1}   -0.18{col 46}{space 3}0.857{col 54}{space 4}-.2404587{col 67}{space 3} .2002987
{txt}{space 7}2010  {c |}{col 14}{res}{space 2} .0664223{col 26}{space 2} .1204926{col 37}{space 1}    0.55{col 46}{space 3}0.583{col 54}{space 4}-.1722953{col 67}{space 3} .3051399
{txt}{space 7}2011  {c |}{col 14}{res}{space 2}-.0693534{col 26}{space 2} .1202967{col 37}{space 1}   -0.58{col 46}{space 3}0.565{col 54}{space 4}-.3076829{col 67}{space 3} .1689762
{txt}{space 12} {c |}
{space 7}_cons {c |}{col 14}{res}{space 2} .3926082{col 26}{space 2}  .191489{col 37}{space 1}    2.05{col 46}{space 3}0.043{col 54}{space 4} .0132338{col 67}{space 3} .7719825
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Linear regression                                      Number of obs ={res}     334
                                                       {txt}F( 32,   113) ={res}    1.94
                                                       {txt}Prob > F      = {res} 0.0059
                                                       {txt}R-squared     = {res} 0.1475
                                                       {txt}Root MSE      = {res} .12547

{txt}{ralign 78:(Std. Err. adjusted for {res:114} clusters in citystabbr)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}incumbentp~t{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
DIFFusmont~h {c |}{col 14}{res}{space 2} .0107195{col 26}{space 2} .0041811{col 37}{space 1}    2.56{col 46}{space 3}0.012{col 54}{space 4} .0024359{col 67}{space 3}  .019003
{txt}unemploymo~s {c |}{col 14}{res}{space 2} .0048842{col 26}{space 2} .0272491{col 37}{space 1}    0.18{col 46}{space 3}0.858{col 54}{space 4}-.0491011{col 67}{space 3} .0588696
{txt}CENSUS2000~c {c |}{col 14}{res}{space 2}  .006824{col 26}{space 2} .0023159{col 37}{space 1}    2.95{col 46}{space 3}0.004{col 54}{space 4} .0022359{col 67}{space 3} .0114122
{txt}logCENSUS2~p {c |}{col 14}{res}{space 2} .0074844{col 26}{space 2} .0101526{col 37}{space 1}    0.74{col 46}{space 3}0.463{col 54}{space 4}-.0126296{col 67}{space 3} .0275985
{txt}CEN~cpercent {c |}{col 14}{res}{space 2} .0877067{col 26}{space 2} .0519275{col 37}{space 1}    1.69{col 46}{space 3}0.094{col 54}{space 4}-.0151711{col 67}{space 3} .1905845
{txt}CEN~kpercent {c |}{col 14}{res}{space 2}-.0049566{col 26}{space 2} .0627576{col 37}{space 1}   -0.08{col 46}{space 3}0.937{col 54}{space 4}-.1292908{col 67}{space 3} .1193775
{txt}CENSUS2000~s {c |}{col 14}{res}{space 2}-.2832005{col 26}{space 2} .1742182{col 37}{space 1}   -1.63{col 46}{space 3}0.107{col 54}{space 4}-.6283582{col 67}{space 3} .0619572
{txt}CENSUS2000~e {c |}{col 14}{res}{space 2}-.0016408{col 26}{space 2} .0014492{col 37}{space 1}   -1.13{col 46}{space 3}0.260{col 54}{space 4}-.0045119{col 67}{space 3} .0012303
{txt}CENSUS1990~c {c |}{col 14}{res}{space 2}-.0061353{col 26}{space 2} .0025655{col 37}{space 1}   -2.39{col 46}{space 3}0.018{col 54}{space 4}-.0112181{col 67}{space 3}-.0010526
{txt}mayorcounc~m {c |}{col 14}{res}{space 2} .0213696{col 26}{space 2} .0190691{col 37}{space 1}    1.12{col 46}{space 3}0.265{col 54}{space 4}-.0164097{col 67}{space 3}  .059149
{txt}{space 3}demvs1988 {c |}{col 14}{res}{space 2}-.0271109{col 26}{space 2} .0910388{col 37}{space 1}   -0.30{col 46}{space 3}0.766{col 54}{space 4}-.2074752{col 67}{space 3} .1532533
{txt}{space 12} {c |}
{space 8}year {c |}
{space 7}1991  {c |}{col 14}{res}{space 2}  .012317{col 26}{space 2} .0602507{col 37}{space 1}    0.20{col 46}{space 3}0.838{col 54}{space 4}-.1070505{col 67}{space 3} .1316846
{txt}{space 7}1992  {c |}{col 14}{res}{space 2}-.0294312{col 26}{space 2} .0624382{col 37}{space 1}   -0.47{col 46}{space 3}0.638{col 54}{space 4}-.1531326{col 67}{space 3} .0942701
{txt}{space 7}1993  {c |}{col 14}{res}{space 2} -.017417{col 26}{space 2} .0557543{col 37}{space 1}   -0.31{col 46}{space 3}0.755{col 54}{space 4}-.1278764{col 67}{space 3} .0930423
{txt}{space 7}1994  {c |}{col 14}{res}{space 2} .0610402{col 26}{space 2} .0504957{col 37}{space 1}    1.21{col 46}{space 3}0.229{col 54}{space 4} -.039001{col 67}{space 3} .1610813
{txt}{space 7}1995  {c |}{col 14}{res}{space 2} .0098037{col 26}{space 2} .0464967{col 37}{space 1}    0.21{col 46}{space 3}0.833{col 54}{space 4}-.0823147{col 67}{space 3} .1019221
{txt}{space 7}1996  {c |}{col 14}{res}{space 2}-.0251529{col 26}{space 2} .0483373{col 37}{space 1}   -0.52{col 46}{space 3}0.604{col 54}{space 4}-.1209178{col 67}{space 3}  .070612
{txt}{space 7}1997  {c |}{col 14}{res}{space 2} .0016734{col 26}{space 2} .0497838{col 37}{space 1}    0.03{col 46}{space 3}0.973{col 54}{space 4}-.0969572{col 67}{space 3} .1003041
{txt}{space 7}1998  {c |}{col 14}{res}{space 2} .0539004{col 26}{space 2} .0623529{col 37}{space 1}    0.86{col 46}{space 3}0.389{col 54}{space 4}-.0696319{col 67}{space 3} .1774328
{txt}{space 7}1999  {c |}{col 14}{res}{space 2} .0642973{col 26}{space 2} .0606857{col 37}{space 1}    1.06{col 46}{space 3}0.292{col 54}{space 4} -.055932{col 67}{space 3} .1845267
{txt}{space 7}2000  {c |}{col 14}{res}{space 2}  .046466{col 26}{space 2} .0679298{col 37}{space 1}    0.68{col 46}{space 3}0.495{col 54}{space 4}-.0881151{col 67}{space 3} .1810472
{txt}{space 7}2001  {c |}{col 14}{res}{space 2} .0316791{col 26}{space 2} .0516526{col 37}{space 1}    0.61{col 46}{space 3}0.541{col 54}{space 4} -.070654{col 67}{space 3} .1340123
{txt}{space 7}2002  {c |}{col 14}{res}{space 2} .0616474{col 26}{space 2} .0504866{col 37}{space 1}    1.22{col 46}{space 3}0.225{col 54}{space 4}-.0383756{col 67}{space 3} .1616704
{txt}{space 7}2003  {c |}{col 14}{res}{space 2} .0459181{col 26}{space 2} .0468713{col 37}{space 1}    0.98{col 46}{space 3}0.329{col 54}{space 4}-.0469423{col 67}{space 3} .1387785
{txt}{space 7}2004  {c |}{col 14}{res}{space 2}-.0716013{col 26}{space 2} .0579685{col 37}{space 1}   -1.24{col 46}{space 3}0.219{col 54}{space 4}-.1864474{col 67}{space 3} .0432448
{txt}{space 7}2005  {c |}{col 14}{res}{space 2} .0329843{col 26}{space 2} .0531347{col 37}{space 1}    0.62{col 46}{space 3}0.536{col 54}{space 4}-.0722852{col 67}{space 3} .1382538
{txt}{space 7}2006  {c |}{col 14}{res}{space 2} .0356875{col 26}{space 2}  .065056{col 37}{space 1}    0.55{col 46}{space 3}0.584{col 54}{space 4}-.0932002{col 67}{space 3} .1645752
{txt}{space 7}2007  {c |}{col 14}{res}{space 2} .0577004{col 26}{space 2} .0557503{col 37}{space 1}    1.03{col 46}{space 3}0.303{col 54}{space 4} -.052751{col 67}{space 3} .1681518
{txt}{space 7}2008  {c |}{col 14}{res}{space 2}-.0252333{col 26}{space 2} .0549126{col 37}{space 1}   -0.46{col 46}{space 3}0.647{col 54}{space 4}-.1340251{col 67}{space 3} .0835586
{txt}{space 7}2009  {c |}{col 14}{res}{space 2}-.0238231{col 26}{space 2} .1145068{col 37}{space 1}   -0.21{col 46}{space 3}0.836{col 54}{space 4}-.2506818{col 67}{space 3} .2030355
{txt}{space 7}2010  {c |}{col 14}{res}{space 2} .0660097{col 26}{space 2} .1237628{col 37}{space 1}    0.53{col 46}{space 3}0.595{col 54}{space 4}-.1791867{col 67}{space 3} .3112061
{txt}{space 7}2011  {c |}{col 14}{res}{space 2}-.0987469{col 26}{space 2} .1361104{col 37}{space 1}   -0.73{col 46}{space 3}0.470{col 54}{space 4}-.3684061{col 67}{space 3} .1709124
{txt}{space 12} {c |}
{space 7}_cons {c |}{col 14}{res}{space 2} .4071637{col 26}{space 2}  .196809{col 37}{space 1}    2.07{col 46}{space 3}0.041{col 54}{space 4} .0172496{col 67}{space 3} .7970778
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Linear regression                                      Number of obs ={res}     338
                                                       {txt}F( 32,   113) ={res}    2.55
                                                       {txt}Prob > F      = {res} 0.0002
                                                       {txt}R-squared     = {res} 0.1558
                                                       {txt}Root MSE      = {res} .12507

{txt}{ralign 78:(Std. Err. adjusted for {res:114} clusters in citystabbr)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}incumbentp~t{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
DIFFusmont~h {c |}{col 14}{res}{space 2} .0116123{col 26}{space 2} .0040699{col 37}{space 1}    2.85{col 46}{space 3}0.005{col 54}{space 4}  .003549{col 67}{space 3} .0196756
{txt}unemploymo~s {c |}{col 14}{res}{space 2} .0092048{col 26}{space 2} .0257185{col 37}{space 1}    0.36{col 46}{space 3}0.721{col 54}{space 4}-.0417482{col 67}{space 3} .0601578
{txt}CENSUS2000~c {c |}{col 14}{res}{space 2} .0075716{col 26}{space 2} .0022879{col 37}{space 1}    3.31{col 46}{space 3}0.001{col 54}{space 4} .0030389{col 67}{space 3} .0121042
{txt}logCENSUS2~p {c |}{col 14}{res}{space 2} .0075336{col 26}{space 2} .0098912{col 37}{space 1}    0.76{col 46}{space 3}0.448{col 54}{space 4}-.0120627{col 67}{space 3} .0271298
{txt}CEN~cpercent {c |}{col 14}{res}{space 2} .0912519{col 26}{space 2}  .051724{col 37}{space 1}    1.76{col 46}{space 3}0.080{col 54}{space 4}-.0112228{col 67}{space 3} .1937266
{txt}CEN~kpercent {c |}{col 14}{res}{space 2} .0064927{col 26}{space 2} .0624818{col 37}{space 1}    0.10{col 46}{space 3}0.917{col 54}{space 4}-.1172951{col 67}{space 3} .1302804
{txt}CENSUS2000~s {c |}{col 14}{res}{space 2}-.3182137{col 26}{space 2} .1743437{col 37}{space 1}   -1.83{col 46}{space 3}0.071{col 54}{space 4}  -.66362{col 67}{space 3} .0271926
{txt}CENSUS2000~e {c |}{col 14}{res}{space 2}-.0018897{col 26}{space 2} .0014411{col 37}{space 1}   -1.31{col 46}{space 3}0.192{col 54}{space 4}-.0047448{col 67}{space 3} .0009655
{txt}CENSUS1990~c {c |}{col 14}{res}{space 2}-.0067815{col 26}{space 2} .0025627{col 37}{space 1}   -2.65{col 46}{space 3}0.009{col 54}{space 4}-.0118588{col 67}{space 3}-.0017043
{txt}mayorcounc~m {c |}{col 14}{res}{space 2} .0208511{col 26}{space 2} .0190965{col 37}{space 1}    1.09{col 46}{space 3}0.277{col 54}{space 4}-.0169824{col 67}{space 3} .0586847
{txt}{space 3}demvs1988 {c |}{col 14}{res}{space 2}-.0328308{col 26}{space 2} .0917324{col 37}{space 1}   -0.36{col 46}{space 3}0.721{col 54}{space 4}-.2145692{col 67}{space 3} .1489077
{txt}{space 12} {c |}
{space 8}year {c |}
{space 7}1991  {c |}{col 14}{res}{space 2} .0166974{col 26}{space 2} .0589879{col 37}{space 1}    0.28{col 46}{space 3}0.778{col 54}{space 4}-.1001682{col 67}{space 3} .1335631
{txt}{space 7}1992  {c |}{col 14}{res}{space 2}-.0382708{col 26}{space 2} .0610529{col 37}{space 1}   -0.63{col 46}{space 3}0.532{col 54}{space 4}-.1592277{col 67}{space 3}  .082686
{txt}{space 7}1993  {c |}{col 14}{res}{space 2}-.0247093{col 26}{space 2} .0556991{col 37}{space 1}   -0.44{col 46}{space 3}0.658{col 54}{space 4}-.1350592{col 67}{space 3} .0856406
{txt}{space 7}1994  {c |}{col 14}{res}{space 2} .0611449{col 26}{space 2} .0505148{col 37}{space 1}    1.21{col 46}{space 3}0.229{col 54}{space 4} -.038934{col 67}{space 3} .1612239
{txt}{space 7}1995  {c |}{col 14}{res}{space 2} .0141144{col 26}{space 2} .0465155{col 37}{space 1}    0.30{col 46}{space 3}0.762{col 54}{space 4}-.0780413{col 67}{space 3} .1062701
{txt}{space 7}1996  {c |}{col 14}{res}{space 2}-.0243798{col 26}{space 2} .0482259{col 37}{space 1}   -0.51{col 46}{space 3}0.614{col 54}{space 4} -.119924{col 67}{space 3} .0711644
{txt}{space 7}1997  {c |}{col 14}{res}{space 2} .0058123{col 26}{space 2} .0495362{col 37}{space 1}    0.12{col 46}{space 3}0.907{col 54}{space 4}-.0923278{col 67}{space 3} .1039524
{txt}{space 7}1998  {c |}{col 14}{res}{space 2} .0585136{col 26}{space 2} .0611813{col 37}{space 1}    0.96{col 46}{space 3}0.341{col 54}{space 4}-.0626975{col 67}{space 3} .1797247
{txt}{space 7}1999  {c |}{col 14}{res}{space 2} .0752134{col 26}{space 2} .0593978{col 37}{space 1}    1.27{col 46}{space 3}0.208{col 54}{space 4}-.0424644{col 67}{space 3} .1928912
{txt}{space 7}2000  {c |}{col 14}{res}{space 2} .0546383{col 26}{space 2}  .066146{col 37}{space 1}    0.83{col 46}{space 3}0.411{col 54}{space 4}-.0764089{col 67}{space 3} .1856855
{txt}{space 7}2001  {c |}{col 14}{res}{space 2} .0307669{col 26}{space 2} .0513554{col 37}{space 1}    0.60{col 46}{space 3}0.550{col 54}{space 4}-.0709774{col 67}{space 3} .1325112
{txt}{space 7}2002  {c |}{col 14}{res}{space 2}  .074176{col 26}{space 2} .0499875{col 37}{space 1}    1.48{col 46}{space 3}0.141{col 54}{space 4}-.0248583{col 67}{space 3} .1732103
{txt}{space 7}2003  {c |}{col 14}{res}{space 2} .0437329{col 26}{space 2} .0468141{col 37}{space 1}    0.93{col 46}{space 3}0.352{col 54}{space 4}-.0490142{col 67}{space 3}   .13648
{txt}{space 7}2004  {c |}{col 14}{res}{space 2}-.0719415{col 26}{space 2} .0579227{col 37}{space 1}   -1.24{col 46}{space 3}0.217{col 54}{space 4}-.1866967{col 67}{space 3} .0428138
{txt}{space 7}2005  {c |}{col 14}{res}{space 2} .0354826{col 26}{space 2} .0527854{col 37}{space 1}    0.67{col 46}{space 3}0.503{col 54}{space 4}-.0690949{col 67}{space 3}   .14006
{txt}{space 7}2006  {c |}{col 14}{res}{space 2} .0388865{col 26}{space 2} .0640036{col 37}{space 1}    0.61{col 46}{space 3}0.545{col 54}{space 4}-.0879161{col 67}{space 3} .1656891
{txt}{space 7}2007  {c |}{col 14}{res}{space 2}  .061116{col 26}{space 2} .0545473{col 37}{space 1}    1.12{col 46}{space 3}0.265{col 54}{space 4} -.046952{col 67}{space 3} .1691841
{txt}{space 7}2008  {c |}{col 14}{res}{space 2}-.0298883{col 26}{space 2} .0543008{col 37}{space 1}   -0.55{col 46}{space 3}0.583{col 54}{space 4}-.1374679{col 67}{space 3} .0776913
{txt}{space 7}2009  {c |}{col 14}{res}{space 2}-.0397159{col 26}{space 2} .1089809{col 37}{space 1}   -0.36{col 46}{space 3}0.716{col 54}{space 4}-.2556266{col 67}{space 3} .1761948
{txt}{space 7}2010  {c |}{col 14}{res}{space 2}  .053833{col 26}{space 2}  .119554{col 37}{space 1}    0.45{col 46}{space 3}0.653{col 54}{space 4}-.1830251{col 67}{space 3} .2906911
{txt}{space 7}2011  {c |}{col 14}{res}{space 2}-.0857698{col 26}{space 2} .1181015{col 37}{space 1}   -0.73{col 46}{space 3}0.469{col 54}{space 4}-.3197501{col 67}{space 3} .1482106
{txt}{space 12} {c |}
{space 7}_cons {c |}{col 14}{res}{space 2} .3803412{col 26}{space 2} .1899317{col 37}{space 1}    2.00{col 46}{space 3}0.048{col 54}{space 4} .0040521{col 67}{space 3} .7566302
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Linear regression                                      Number of obs ={res}     338
                                                       {txt}F( 32,   113) ={res}    1.93
                                                       {txt}Prob > F      = {res} 0.0062
                                                       {txt}R-squared     = {res} 0.1450
                                                       {txt}Root MSE      = {res} .12541

{txt}{ralign 78:(Std. Err. adjusted for {res:114} clusters in citystabbr)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}incumbentp~t{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
DIFFusmont~h {c |}{col 14}{res}{space 2} .0107687{col 26}{space 2} .0041202{col 37}{space 1}    2.61{col 46}{space 3}0.010{col 54}{space 4} .0026059{col 67}{space 3} .0189315
{txt}unemploymo~s {c |}{col 14}{res}{space 2}  .007618{col 26}{space 2} .0258929{col 37}{space 1}    0.29{col 46}{space 3}0.769{col 54}{space 4}-.0436804{col 67}{space 3} .0589165
{txt}CENSUS2000~c {c |}{col 14}{res}{space 2} .0067005{col 26}{space 2} .0023044{col 37}{space 1}    2.91{col 46}{space 3}0.004{col 54}{space 4}  .002135{col 67}{space 3}  .011266
{txt}logCENSUS2~p {c |}{col 14}{res}{space 2} .0080459{col 26}{space 2} .0101065{col 37}{space 1}    0.80{col 46}{space 3}0.428{col 54}{space 4} -.011977{col 67}{space 3} .0280688
{txt}CEN~cpercent {c |}{col 14}{res}{space 2} .0871239{col 26}{space 2} .0514739{col 37}{space 1}    1.69{col 46}{space 3}0.093{col 54}{space 4}-.0148551{col 67}{space 3} .1891029
{txt}CEN~kpercent {c |}{col 14}{res}{space 2}-.0028266{col 26}{space 2} .0619453{col 37}{space 1}   -0.05{col 46}{space 3}0.964{col 54}{space 4}-.1255514{col 67}{space 3} .1198982
{txt}CENSUS2000~s {c |}{col 14}{res}{space 2}-.2878463{col 26}{space 2}  .174452{col 37}{space 1}   -1.65{col 46}{space 3}0.102{col 54}{space 4}-.6334671{col 67}{space 3} .0577744
{txt}CENSUS2000~e {c |}{col 14}{res}{space 2}-.0018752{col 26}{space 2} .0014245{col 37}{space 1}   -1.32{col 46}{space 3}0.191{col 54}{space 4}-.0046974{col 67}{space 3} .0009471
{txt}CENSUS1990~c {c |}{col 14}{res}{space 2}  -.00564{col 26}{space 2}  .002542{col 37}{space 1}   -2.22{col 46}{space 3}0.029{col 54}{space 4}-.0106761{col 67}{space 3}-.0006038
{txt}mayorcounc~m {c |}{col 14}{res}{space 2} .0196208{col 26}{space 2} .0191221{col 37}{space 1}    1.03{col 46}{space 3}0.307{col 54}{space 4}-.0182635{col 67}{space 3}  .057505
{txt}{space 3}demvs1988 {c |}{col 14}{res}{space 2}  -.02895{col 26}{space 2} .0911277{col 37}{space 1}   -0.32{col 46}{space 3}0.751{col 54}{space 4}-.2094904{col 67}{space 3} .1515904
{txt}{space 12} {c |}
{space 8}year {c |}
{space 7}1991  {c |}{col 14}{res}{space 2} .0223408{col 26}{space 2} .0602792{col 37}{space 1}    0.37{col 46}{space 3}0.712{col 54}{space 4}-.0970832{col 67}{space 3} .1417648
{txt}{space 7}1992  {c |}{col 14}{res}{space 2}-.0342723{col 26}{space 2} .0615244{col 37}{space 1}   -0.56{col 46}{space 3}0.579{col 54}{space 4}-.1561633{col 67}{space 3} .0876187
{txt}{space 7}1993  {c |}{col 14}{res}{space 2}-.0181236{col 26}{space 2} .0554915{col 37}{space 1}   -0.33{col 46}{space 3}0.745{col 54}{space 4}-.1280622{col 67}{space 3}  .091815
{txt}{space 7}1994  {c |}{col 14}{res}{space 2} .0612704{col 26}{space 2} .0507291{col 37}{space 1}    1.21{col 46}{space 3}0.230{col 54}{space 4}-.0392331{col 67}{space 3}  .161774
{txt}{space 7}1995  {c |}{col 14}{res}{space 2} .0162612{col 26}{space 2} .0469695{col 37}{space 1}    0.35{col 46}{space 3}0.730{col 54}{space 4}-.0767939{col 67}{space 3} .1093163
{txt}{space 7}1996  {c |}{col 14}{res}{space 2}-.0240519{col 26}{space 2} .0485435{col 37}{space 1}   -0.50{col 46}{space 3}0.621{col 54}{space 4}-.1202253{col 67}{space 3} .0721214
{txt}{space 7}1997  {c |}{col 14}{res}{space 2}  .005779{col 26}{space 2} .0499934{col 37}{space 1}    0.12{col 46}{space 3}0.908{col 54}{space 4}-.0932669{col 67}{space 3} .1048248
{txt}{space 7}1998  {c |}{col 14}{res}{space 2} .0580883{col 26}{space 2} .0613618{col 37}{space 1}    0.95{col 46}{space 3}0.346{col 54}{space 4}-.0634805{col 67}{space 3} .1796572
{txt}{space 7}1999  {c |}{col 14}{res}{space 2} .0703531{col 26}{space 2} .0601845{col 37}{space 1}    1.17{col 46}{space 3}0.245{col 54}{space 4}-.0488833{col 67}{space 3} .1895895
{txt}{space 7}2000  {c |}{col 14}{res}{space 2} .0521096{col 26}{space 2} .0665639{col 37}{space 1}    0.78{col 46}{space 3}0.435{col 54}{space 4}-.0797655{col 67}{space 3} .1839846
{txt}{space 7}2001  {c |}{col 14}{res}{space 2}  .031903{col 26}{space 2} .0517039{col 37}{space 1}    0.62{col 46}{space 3}0.538{col 54}{space 4}-.0705317{col 67}{space 3} .1343377
{txt}{space 7}2002  {c |}{col 14}{res}{space 2} .0620291{col 26}{space 2} .0507394{col 37}{space 1}    1.22{col 46}{space 3}0.224{col 54}{space 4}-.0384948{col 67}{space 3}  .162553
{txt}{space 7}2003  {c |}{col 14}{res}{space 2} .0464189{col 26}{space 2} .0473217{col 37}{space 1}    0.98{col 46}{space 3}0.329{col 54}{space 4}-.0473339{col 67}{space 3} .1401718
{txt}{space 7}2004  {c |}{col 14}{res}{space 2} -.070542{col 26}{space 2}  .058345{col 37}{space 1}   -1.21{col 46}{space 3}0.229{col 54}{space 4}-.1861339{col 67}{space 3}   .04505
{txt}{space 7}2005  {c |}{col 14}{res}{space 2} .0361309{col 26}{space 2} .0534629{col 37}{space 1}    0.68{col 46}{space 3}0.501{col 54}{space 4}-.0697888{col 67}{space 3} .1420505
{txt}{space 7}2006  {c |}{col 14}{res}{space 2} .0384264{col 26}{space 2} .0642135{col 37}{space 1}    0.60{col 46}{space 3}0.551{col 54}{space 4} -.088792{col 67}{space 3} .1656449
{txt}{space 7}2007  {c |}{col 14}{res}{space 2}   .05775{col 26}{space 2} .0555736{col 37}{space 1}    1.04{col 46}{space 3}0.301{col 54}{space 4}-.0523513{col 67}{space 3} .1678513
{txt}{space 7}2008  {c |}{col 14}{res}{space 2}-.0274746{col 26}{space 2} .0550748{col 37}{space 1}   -0.50{col 46}{space 3}0.619{col 54}{space 4}-.1365876{col 67}{space 3} .0816384
{txt}{space 7}2009  {c |}{col 14}{res}{space 2} -.031915{col 26}{space 2} .1096658{col 37}{space 1}   -0.29{col 46}{space 3}0.772{col 54}{space 4}-.2491828{col 67}{space 3} .1853529
{txt}{space 7}2010  {c |}{col 14}{res}{space 2} .0555685{col 26}{space 2} .1194214{col 37}{space 1}    0.47{col 46}{space 3}0.643{col 54}{space 4}-.1810268{col 67}{space 3} .2921637
{txt}{space 7}2011  {c |}{col 14}{res}{space 2}-.0786334{col 26}{space 2} .1192876{col 37}{space 1}   -0.66{col 46}{space 3}0.511{col 54}{space 4}-.3149637{col 67}{space 3} .1576968
{txt}{space 12} {c |}
{space 7}_cons {c |}{col 14}{res}{space 2}  .378904{col 26}{space 2} .1917327{col 37}{space 1}    1.98{col 46}{space 3}0.051{col 54}{space 4}-.0009531{col 67}{space 3} .7587612
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Linear regression                                      Number of obs ={res}     339
                                                       {txt}F( 32,   113) ={res}    2.03
                                                       {txt}Prob > F      = {res} 0.0036
                                                       {txt}R-squared     = {res} 0.1511
                                                       {txt}Root MSE      = {res} .12531

{txt}{ralign 78:(Std. Err. adjusted for {res:114} clusters in citystabbr)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}incumbentp~t{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
DIFFusmont~h {c |}{col 14}{res}{space 2}  .010757{col 26}{space 2} .0040737{col 37}{space 1}    2.64{col 46}{space 3}0.009{col 54}{space 4} .0026863{col 67}{space 3} .0188277
{txt}unemploymo~s {c |}{col 14}{res}{space 2} .0044161{col 26}{space 2} .0262593{col 37}{space 1}    0.17{col 46}{space 3}0.867{col 54}{space 4}-.0476083{col 67}{space 3} .0564405
{txt}CENSUS2000~c {c |}{col 14}{res}{space 2} .0071406{col 26}{space 2} .0023909{col 37}{space 1}    2.99{col 46}{space 3}0.003{col 54}{space 4} .0024038{col 67}{space 3} .0118773
{txt}logCENSUS2~p {c |}{col 14}{res}{space 2} .0067774{col 26}{space 2} .0101659{col 37}{space 1}    0.67{col 46}{space 3}0.506{col 54}{space 4}-.0133631{col 67}{space 3}  .026918
{txt}CEN~cpercent {c |}{col 14}{res}{space 2} .0893912{col 26}{space 2} .0518175{col 37}{space 1}    1.73{col 46}{space 3}0.087{col 54}{space 4}-.0132686{col 67}{space 3}  .192051
{txt}CEN~kpercent {c |}{col 14}{res}{space 2} .0013863{col 26}{space 2} .0619081{col 37}{space 1}    0.02{col 46}{space 3}0.982{col 54}{space 4}-.1212648{col 67}{space 3} .1240374
{txt}CENSUS2000~s {c |}{col 14}{res}{space 2}-.3080532{col 26}{space 2} .1742992{col 37}{space 1}   -1.77{col 46}{space 3}0.080{col 54}{space 4}-.6533713{col 67}{space 3} .0372649
{txt}CENSUS2000~e {c |}{col 14}{res}{space 2}-.0019155{col 26}{space 2} .0014148{col 37}{space 1}   -1.35{col 46}{space 3}0.178{col 54}{space 4}-.0047186{col 67}{space 3} .0008875
{txt}CENSUS1990~c {c |}{col 14}{res}{space 2}-.0058344{col 26}{space 2} .0025519{col 37}{space 1}   -2.29{col 46}{space 3}0.024{col 54}{space 4}-.0108902{col 67}{space 3}-.0007787
{txt}mayorcounc~m {c |}{col 14}{res}{space 2}  .021567{col 26}{space 2} .0196716{col 37}{space 1}    1.10{col 46}{space 3}0.275{col 54}{space 4}-.0174059{col 67}{space 3} .0605399
{txt}{space 3}demvs1988 {c |}{col 14}{res}{space 2}-.0357616{col 26}{space 2} .0915031{col 37}{space 1}   -0.39{col 46}{space 3}0.697{col 54}{space 4}-.2170458{col 67}{space 3} .1455226
{txt}{space 12} {c |}
{space 8}year {c |}
{space 7}1991  {c |}{col 14}{res}{space 2} .0263524{col 26}{space 2} .0595617{col 37}{space 1}    0.44{col 46}{space 3}0.659{col 54}{space 4}-.0916501{col 67}{space 3} .1443549
{txt}{space 7}1992  {c |}{col 14}{res}{space 2}-.0287185{col 26}{space 2} .0623151{col 37}{space 1}   -0.46{col 46}{space 3}0.646{col 54}{space 4} -.152176{col 67}{space 3}  .094739
{txt}{space 7}1993  {c |}{col 14}{res}{space 2}-.0107499{col 26}{space 2}  .056483{col 37}{space 1}   -0.19{col 46}{space 3}0.849{col 54}{space 4}-.1226528{col 67}{space 3}  .101153
{txt}{space 7}1994  {c |}{col 14}{res}{space 2} .0622345{col 26}{space 2} .0512261{col 37}{space 1}    1.21{col 46}{space 3}0.227{col 54}{space 4}-.0392536{col 67}{space 3} .1637226
{txt}{space 7}1995  {c |}{col 14}{res}{space 2} .0176552{col 26}{space 2} .0469991{col 37}{space 1}    0.38{col 46}{space 3}0.708{col 54}{space 4}-.0754585{col 67}{space 3} .1107688
{txt}{space 7}1996  {c |}{col 14}{res}{space 2}-.0257506{col 26}{space 2} .0486848{col 37}{space 1}   -0.53{col 46}{space 3}0.598{col 54}{space 4} -.122204{col 67}{space 3} .0707029
{txt}{space 7}1997  {c |}{col 14}{res}{space 2} .0048983{col 26}{space 2} .0501436{col 37}{space 1}    0.10{col 46}{space 3}0.922{col 54}{space 4}-.0944452{col 67}{space 3} .1042417
{txt}{space 7}1998  {c |}{col 14}{res}{space 2} .0545345{col 26}{space 2} .0616199{col 37}{space 1}    0.89{col 46}{space 3}0.378{col 54}{space 4}-.0675455{col 67}{space 3} .1766146
{txt}{space 7}1999  {c |}{col 14}{res}{space 2} .0718003{col 26}{space 2} .0604482{col 37}{space 1}    1.19{col 46}{space 3}0.237{col 54}{space 4}-.0479586{col 67}{space 3} .1915592
{txt}{space 7}2000  {c |}{col 14}{res}{space 2} .0462015{col 26}{space 2} .0673275{col 37}{space 1}    0.69{col 46}{space 3}0.494{col 54}{space 4}-.0871863{col 67}{space 3} .1795893
{txt}{space 7}2001  {c |}{col 14}{res}{space 2} .0318274{col 26}{space 2} .0519448{col 37}{space 1}    0.61{col 46}{space 3}0.541{col 54}{space 4}-.0710846{col 67}{space 3} .1347395
{txt}{space 7}2002  {c |}{col 14}{res}{space 2} .0619536{col 26}{space 2} .0508236{col 37}{space 1}    1.22{col 46}{space 3}0.225{col 54}{space 4}-.0387371{col 67}{space 3} .1626443
{txt}{space 7}2003  {c |}{col 14}{res}{space 2} .0489123{col 26}{space 2} .0475137{col 37}{space 1}    1.03{col 46}{space 3}0.305{col 54}{space 4} -.045221{col 67}{space 3} .1430456
{txt}{space 7}2004  {c |}{col 14}{res}{space 2}-.0710701{col 26}{space 2} .0581519{col 37}{space 1}   -1.22{col 46}{space 3}0.224{col 54}{space 4}-.1862794{col 67}{space 3} .0441392
{txt}{space 7}2005  {c |}{col 14}{res}{space 2} .0362881{col 26}{space 2} .0536874{col 37}{space 1}    0.68{col 46}{space 3}0.500{col 54}{space 4}-.0700763{col 67}{space 3} .1426525
{txt}{space 7}2006  {c |}{col 14}{res}{space 2} .0335954{col 26}{space 2} .0646744{col 37}{space 1}    0.52{col 46}{space 3}0.604{col 54}{space 4}-.0945363{col 67}{space 3} .1617271
{txt}{space 7}2007  {c |}{col 14}{res}{space 2} .0597519{col 26}{space 2} .0553412{col 37}{space 1}    1.08{col 46}{space 3}0.283{col 54}{space 4} -.049889{col 67}{space 3} .1693928
{txt}{space 7}2008  {c |}{col 14}{res}{space 2}-.0266287{col 26}{space 2} .0552765{col 37}{space 1}   -0.48{col 46}{space 3}0.631{col 54}{space 4}-.1361414{col 67}{space 3} .0828841
{txt}{space 7}2009  {c |}{col 14}{res}{space 2}-.0102507{col 26}{space 2} .1123833{col 37}{space 1}   -0.09{col 46}{space 3}0.927{col 54}{space 4}-.2329022{col 67}{space 3} .2124008
{txt}{space 7}2010  {c |}{col 14}{res}{space 2} .0680974{col 26}{space 2}  .120599{col 37}{space 1}    0.56{col 46}{space 3}0.573{col 54}{space 4}-.1708309{col 67}{space 3} .3070257
{txt}{space 7}2011  {c |}{col 14}{res}{space 2} -.067721{col 26}{space 2} .1197919{col 37}{space 1}   -0.57{col 46}{space 3}0.573{col 54}{space 4}-.3050504{col 67}{space 3} .1696083
{txt}{space 12} {c |}
{space 7}_cons {c |}{col 14}{res}{space 2} .4050636{col 26}{space 2} .1918905{col 37}{space 1}    2.11{col 46}{space 3}0.037{col 54}{space 4}  .024894{col 67}{space 3} .7852333
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Linear regression                                      Number of obs ={res}     337
                                                       {txt}F( 32,   113) ={res}    2.17
                                                       {txt}Prob > F      = {res} 0.0016
                                                       {txt}R-squared     = {res} 0.1513
                                                       {txt}Root MSE      = {res} .12505

{txt}{ralign 78:(Std. Err. adjusted for {res:114} clusters in citystabbr)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}incumbentp~t{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
DIFFusmont~h {c |}{col 14}{res}{space 2} .0120579{col 26}{space 2} .0040167{col 37}{space 1}    3.00{col 46}{space 3}0.003{col 54}{space 4} .0041002{col 67}{space 3} .0200156
{txt}unemploymo~s {c |}{col 14}{res}{space 2} .0071975{col 26}{space 2} .0260709{col 37}{space 1}    0.28{col 46}{space 3}0.783{col 54}{space 4}-.0444536{col 67}{space 3} .0588487
{txt}CENSUS2000~c {c |}{col 14}{res}{space 2} .0070211{col 26}{space 2} .0022963{col 37}{space 1}    3.06{col 46}{space 3}0.003{col 54}{space 4} .0024716{col 67}{space 3} .0115705
{txt}logCENSUS2~p {c |}{col 14}{res}{space 2} .0086085{col 26}{space 2} .0097613{col 37}{space 1}    0.88{col 46}{space 3}0.380{col 54}{space 4}-.0107304{col 67}{space 3} .0279474
{txt}CEN~cpercent {c |}{col 14}{res}{space 2} .0777183{col 26}{space 2} .0498251{col 37}{space 1}    1.56{col 46}{space 3}0.122{col 54}{space 4}-.0209943{col 67}{space 3} .1764309
{txt}CEN~kpercent {c |}{col 14}{res}{space 2}-.0016936{col 26}{space 2} .0613986{col 37}{space 1}   -0.03{col 46}{space 3}0.978{col 54}{space 4}-.1233354{col 67}{space 3} .1199481
{txt}CENSUS2000~s {c |}{col 14}{res}{space 2}-.3788094{col 26}{space 2} .1673679{col 37}{space 1}   -2.26{col 46}{space 3}0.026{col 54}{space 4}-.7103954{col 67}{space 3}-.0472234
{txt}CENSUS2000~e {c |}{col 14}{res}{space 2}-.0009327{col 26}{space 2} .0014802{col 37}{space 1}   -0.63{col 46}{space 3}0.530{col 54}{space 4}-.0038652{col 67}{space 3} .0019998
{txt}CENSUS1990~c {c |}{col 14}{res}{space 2}-.0066987{col 26}{space 2} .0025825{col 37}{space 1}   -2.59{col 46}{space 3}0.011{col 54}{space 4}-.0118151{col 67}{space 3}-.0015823
{txt}mayorcounc~m {c |}{col 14}{res}{space 2} .0155684{col 26}{space 2} .0193313{col 37}{space 1}    0.81{col 46}{space 3}0.422{col 54}{space 4}-.0227304{col 67}{space 3} .0538673
{txt}{space 3}demvs1988 {c |}{col 14}{res}{space 2}-.0608774{col 26}{space 2} .0945391{col 37}{space 1}   -0.64{col 46}{space 3}0.521{col 54}{space 4}-.2481763{col 67}{space 3} .1264216
{txt}{space 12} {c |}
{space 8}year {c |}
{space 7}1991  {c |}{col 14}{res}{space 2} .0131089{col 26}{space 2} .0604245{col 37}{space 1}    0.22{col 46}{space 3}0.829{col 54}{space 4}-.1066029{col 67}{space 3} .1328207
{txt}{space 7}1992  {c |}{col 14}{res}{space 2}-.0348024{col 26}{space 2} .0616222{col 37}{space 1}   -0.56{col 46}{space 3}0.573{col 54}{space 4}-.1568871{col 67}{space 3} .0872824
{txt}{space 7}1993  {c |}{col 14}{res}{space 2}-.0161199{col 26}{space 2} .0554546{col 37}{space 1}   -0.29{col 46}{space 3}0.772{col 54}{space 4}-.1259854{col 67}{space 3} .0937456
{txt}{space 7}1994  {c |}{col 14}{res}{space 2} .0627659{col 26}{space 2} .0504979{col 37}{space 1}    1.24{col 46}{space 3}0.216{col 54}{space 4}-.0372795{col 67}{space 3} .1628113
{txt}{space 7}1995  {c |}{col 14}{res}{space 2} .0183629{col 26}{space 2}  .047204{col 37}{space 1}    0.39{col 46}{space 3}0.698{col 54}{space 4}-.0751568{col 67}{space 3} .1118825
{txt}{space 7}1996  {c |}{col 14}{res}{space 2}-.0238006{col 26}{space 2} .0486362{col 37}{space 1}   -0.49{col 46}{space 3}0.626{col 54}{space 4}-.1201576{col 67}{space 3} .0725564
{txt}{space 7}1997  {c |}{col 14}{res}{space 2}  .007036{col 26}{space 2} .0502549{col 37}{space 1}    0.14{col 46}{space 3}0.889{col 54}{space 4}-.0925281{col 67}{space 3} .1066001
{txt}{space 7}1998  {c |}{col 14}{res}{space 2} .0563175{col 26}{space 2} .0616767{col 37}{space 1}    0.91{col 46}{space 3}0.363{col 54}{space 4}-.0658751{col 67}{space 3} .1785101
{txt}{space 7}1999  {c |}{col 14}{res}{space 2} .0765394{col 26}{space 2}  .060374{col 37}{space 1}    1.27{col 46}{space 3}0.207{col 54}{space 4}-.0430725{col 67}{space 3} .1961512
{txt}{space 7}2000  {c |}{col 14}{res}{space 2}  .052492{col 26}{space 2} .0668007{col 37}{space 1}    0.79{col 46}{space 3}0.434{col 54}{space 4}-.0798523{col 67}{space 3} .1848363
{txt}{space 7}2001  {c |}{col 14}{res}{space 2}   .02826{col 26}{space 2} .0528341{col 37}{space 1}    0.53{col 46}{space 3}0.594{col 54}{space 4}-.0764139{col 67}{space 3} .1329339
{txt}{space 7}2002  {c |}{col 14}{res}{space 2} .0638097{col 26}{space 2} .0506572{col 37}{space 1}    1.26{col 46}{space 3}0.210{col 54}{space 4}-.0365514{col 67}{space 3} .1641708
{txt}{space 7}2003  {c |}{col 14}{res}{space 2} .0501209{col 26}{space 2} .0472302{col 37}{space 1}    1.06{col 46}{space 3}0.291{col 54}{space 4}-.0434507{col 67}{space 3} .1436924
{txt}{space 7}2004  {c |}{col 14}{res}{space 2}-.0678942{col 26}{space 2}  .058142{col 37}{space 1}   -1.17{col 46}{space 3}0.245{col 54}{space 4} -.183084{col 67}{space 3} .0472956
{txt}{space 7}2005  {c |}{col 14}{res}{space 2} .0373765{col 26}{space 2} .0540817{col 37}{space 1}    0.69{col 46}{space 3}0.491{col 54}{space 4} -.069769{col 67}{space 3} .1445221
{txt}{space 7}2006  {c |}{col 14}{res}{space 2} .0409147{col 26}{space 2} .0640297{col 37}{space 1}    0.64{col 46}{space 3}0.524{col 54}{space 4}-.0859397{col 67}{space 3} .1677692
{txt}{space 7}2007  {c |}{col 14}{res}{space 2}  .066846{col 26}{space 2} .0552089{col 37}{space 1}    1.21{col 46}{space 3}0.229{col 54}{space 4}-.0425328{col 67}{space 3} .1762248
{txt}{space 7}2008  {c |}{col 14}{res}{space 2}-.0209318{col 26}{space 2} .0547969{col 37}{space 1}   -0.38{col 46}{space 3}0.703{col 54}{space 4}-.1294943{col 67}{space 3} .0876308
{txt}{space 7}2009  {c |}{col 14}{res}{space 2}-.0201787{col 26}{space 2}  .109076{col 37}{space 1}   -0.18{col 46}{space 3}0.854{col 54}{space 4}-.2362779{col 67}{space 3} .1959205
{txt}{space 7}2010  {c |}{col 14}{res}{space 2} .0600707{col 26}{space 2} .1197558{col 37}{space 1}    0.50{col 46}{space 3}0.617{col 54}{space 4}-.1771871{col 67}{space 3} .2973285
{txt}{space 7}2011  {c |}{col 14}{res}{space 2}-.0653878{col 26}{space 2} .1197347{col 37}{space 1}   -0.55{col 46}{space 3}0.586{col 54}{space 4}-.3026039{col 67}{space 3} .1718282
{txt}{space 12} {c |}
{space 7}_cons {c |}{col 14}{res}{space 2} .4118066{col 26}{space 2} .1919341{col 37}{space 1}    2.15{col 46}{space 3}0.034{col 54}{space 4} .0315505{col 67}{space 3} .7920628
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Linear regression                                      Number of obs ={res}     336
                                                       {txt}F( 32,   113) ={res}    2.06
                                                       {txt}Prob > F      = {res} 0.0030
                                                       {txt}R-squared     = {res} 0.1519
                                                       {txt}Root MSE      = {res} .12354

{txt}{ralign 78:(Std. Err. adjusted for {res:114} clusters in citystabbr)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}incumbentp~t{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
DIFFusmont~h {c |}{col 14}{res}{space 2} .0100541{col 26}{space 2} .0040356{col 37}{space 1}    2.49{col 46}{space 3}0.014{col 54}{space 4} .0020588{col 67}{space 3} .0180493
{txt}unemploymo~s {c |}{col 14}{res}{space 2}-.0039164{col 26}{space 2} .0239912{col 37}{space 1}   -0.16{col 46}{space 3}0.871{col 54}{space 4}-.0514473{col 67}{space 3} .0436146
{txt}CENSUS2000~c {c |}{col 14}{res}{space 2} .0054043{col 26}{space 2} .0020862{col 37}{space 1}    2.59{col 46}{space 3}0.011{col 54}{space 4} .0012711{col 67}{space 3} .0095375
{txt}logCENSUS2~p {c |}{col 14}{res}{space 2}  .008842{col 26}{space 2} .0102134{col 37}{space 1}    0.87{col 46}{space 3}0.388{col 54}{space 4}-.0113926{col 67}{space 3} .0290767
{txt}CEN~cpercent {c |}{col 14}{res}{space 2} .0847486{col 26}{space 2} .0519989{col 37}{space 1}    1.63{col 46}{space 3}0.106{col 54}{space 4}-.0182706{col 67}{space 3} .1877678
{txt}CEN~kpercent {c |}{col 14}{res}{space 2}-.0010581{col 26}{space 2} .0616125{col 37}{space 1}   -0.02{col 46}{space 3}0.986{col 54}{space 4}-.1231237{col 67}{space 3} .1210074
{txt}CENSUS2000~s {c |}{col 14}{res}{space 2} -.255008{col 26}{space 2} .1708981{col 37}{space 1}   -1.49{col 46}{space 3}0.138{col 54}{space 4} -.593588{col 67}{space 3}  .083572
{txt}CENSUS2000~e {c |}{col 14}{res}{space 2}-.0014468{col 26}{space 2} .0014653{col 37}{space 1}   -0.99{col 46}{space 3}0.326{col 54}{space 4}-.0043499{col 67}{space 3} .0014563
{txt}CENSUS1990~c {c |}{col 14}{res}{space 2}-.0044365{col 26}{space 2} .0024437{col 37}{space 1}   -1.82{col 46}{space 3}0.072{col 54}{space 4}-.0092778{col 67}{space 3} .0004048
{txt}mayorcounc~m {c |}{col 14}{res}{space 2} .0198215{col 26}{space 2} .0191093{col 37}{space 1}    1.04{col 46}{space 3}0.302{col 54}{space 4}-.0180375{col 67}{space 3} .0576804
{txt}{space 3}demvs1988 {c |}{col 14}{res}{space 2}-.0309185{col 26}{space 2} .0899766{col 37}{space 1}   -0.34{col 46}{space 3}0.732{col 54}{space 4}-.2091784{col 67}{space 3} .1473413
{txt}{space 12} {c |}
{space 8}year {c |}
{space 7}1991  {c |}{col 14}{res}{space 2} .0385364{col 26}{space 2} .0571081{col 37}{space 1}    0.67{col 46}{space 3}0.501{col 54}{space 4}-.0746049{col 67}{space 3} .1516778
{txt}{space 7}1992  {c |}{col 14}{res}{space 2}-.0245333{col 26}{space 2} .0611803{col 37}{space 1}   -0.40{col 46}{space 3}0.689{col 54}{space 4}-.1457425{col 67}{space 3} .0966759
{txt}{space 7}1993  {c |}{col 14}{res}{space 2}-.0035567{col 26}{space 2} .0537368{col 37}{space 1}   -0.07{col 46}{space 3}0.947{col 54}{space 4} -.110019{col 67}{space 3} .1029057
{txt}{space 7}1994  {c |}{col 14}{res}{space 2}  .064919{col 26}{space 2} .0503713{col 37}{space 1}    1.29{col 46}{space 3}0.200{col 54}{space 4}-.0348756{col 67}{space 3} .1647137
{txt}{space 7}1995  {c |}{col 14}{res}{space 2} .0171995{col 26}{space 2} .0458406{col 37}{space 1}    0.38{col 46}{space 3}0.708{col 54}{space 4} -.073619{col 67}{space 3} .1080181
{txt}{space 7}1996  {c |}{col 14}{res}{space 2}-.0341507{col 26}{space 2} .0481215{col 37}{space 1}   -0.71{col 46}{space 3}0.479{col 54}{space 4}-.1294881{col 67}{space 3} .0611866
{txt}{space 7}1997  {c |}{col 14}{res}{space 2} -.004583{col 26}{space 2} .0475833{col 37}{space 1}   -0.10{col 46}{space 3}0.923{col 54}{space 4}-.0988541{col 67}{space 3} .0896881
{txt}{space 7}1998  {c |}{col 14}{res}{space 2} .0447869{col 26}{space 2} .0599213{col 37}{space 1}    0.75{col 46}{space 3}0.456{col 54}{space 4}-.0739281{col 67}{space 3} .1635019
{txt}{space 7}1999  {c |}{col 14}{res}{space 2} .0607313{col 26}{space 2} .0580914{col 37}{space 1}    1.05{col 46}{space 3}0.298{col 54}{space 4}-.0543582{col 67}{space 3} .1758207
{txt}{space 7}2000  {c |}{col 14}{res}{space 2} .0324507{col 26}{space 2} .0634986{col 37}{space 1}    0.51{col 46}{space 3}0.610{col 54}{space 4}-.0933515{col 67}{space 3} .1582529
{txt}{space 7}2001  {c |}{col 14}{res}{space 2} .0280981{col 26}{space 2} .0503347{col 37}{space 1}    0.56{col 46}{space 3}0.578{col 54}{space 4}-.0716239{col 67}{space 3} .1278201
{txt}{space 7}2002  {c |}{col 14}{res}{space 2}  .065323{col 26}{space 2} .0498062{col 37}{space 1}    1.31{col 46}{space 3}0.192{col 54}{space 4}-.0333521{col 67}{space 3}  .163998
{txt}{space 7}2003  {c |}{col 14}{res}{space 2} .0517445{col 26}{space 2} .0458877{col 37}{space 1}    1.13{col 46}{space 3}0.262{col 54}{space 4}-.0391673{col 67}{space 3} .1426563
{txt}{space 7}2004  {c |}{col 14}{res}{space 2}-.0824693{col 26}{space 2} .0585821{col 37}{space 1}   -1.41{col 46}{space 3}0.162{col 54}{space 4} -.198531{col 67}{space 3} .0335923
{txt}{space 7}2005  {c |}{col 14}{res}{space 2} .0306116{col 26}{space 2} .0520945{col 37}{space 1}    0.59{col 46}{space 3}0.558{col 54}{space 4}-.0725969{col 67}{space 3} .1338201
{txt}{space 7}2006  {c |}{col 14}{res}{space 2}  .035331{col 26}{space 2} .0645047{col 37}{space 1}    0.55{col 46}{space 3}0.585{col 54}{space 4}-.0924645{col 67}{space 3} .1631265
{txt}{space 7}2007  {c |}{col 14}{res}{space 2} .0534159{col 26}{space 2} .0536603{col 37}{space 1}    1.00{col 46}{space 3}0.322{col 54}{space 4}-.0528948{col 67}{space 3} .1597267
{txt}{space 7}2008  {c |}{col 14}{res}{space 2}-.0488614{col 26}{space 2} .0496642{col 37}{space 1}   -0.98{col 46}{space 3}0.327{col 54}{space 4}-.1472551{col 67}{space 3} .0495323
{txt}{space 7}2009  {c |}{col 14}{res}{space 2} .0175641{col 26}{space 2} .1012094{col 37}{space 1}    0.17{col 46}{space 3}0.863{col 54}{space 4}  -.18295{col 67}{space 3} .2180781
{txt}{space 7}2010  {c |}{col 14}{res}{space 2} .1058043{col 26}{space 2} .1105118{col 37}{space 1}    0.96{col 46}{space 3}0.340{col 54}{space 4}-.1131396{col 67}{space 3} .3247482
{txt}{space 7}2011  {c |}{col 14}{res}{space 2}-.0349371{col 26}{space 2} .1136485{col 37}{space 1}   -0.31{col 46}{space 3}0.759{col 54}{space 4}-.2600953{col 67}{space 3} .1902211
{txt}{space 12} {c |}
{space 7}_cons {c |}{col 14}{res}{space 2} .4396579{col 26}{space 2} .1861229{col 37}{space 1}    2.36{col 46}{space 3}0.020{col 54}{space 4}  .070915{col 67}{space 3} .8084009
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Linear regression                                      Number of obs ={res}     334
                                                       {txt}F( 32,   113) ={res}    2.18
                                                       {txt}Prob > F      = {res} 0.0014
                                                       {txt}R-squared     = {res} 0.1552
                                                       {txt}Root MSE      = {res} .12547

{txt}{ralign 78:(Std. Err. adjusted for {res:114} clusters in citystabbr)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}incumbentp~t{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
DIFFusmont~h {c |}{col 14}{res}{space 2} .0110045{col 26}{space 2} .0040675{col 37}{space 1}    2.71{col 46}{space 3}0.008{col 54}{space 4} .0029461{col 67}{space 3} .0190629
{txt}unemploymo~s {c |}{col 14}{res}{space 2} .0090173{col 26}{space 2} .0257987{col 37}{space 1}    0.35{col 46}{space 3}0.727{col 54}{space 4}-.0420946{col 67}{space 3} .0601291
{txt}CENSUS2000~c {c |}{col 14}{res}{space 2} .0065239{col 26}{space 2} .0022943{col 37}{space 1}    2.84{col 46}{space 3}0.005{col 54}{space 4} .0019785{col 67}{space 3} .0110693
{txt}logCENSUS2~p {c |}{col 14}{res}{space 2} .0066343{col 26}{space 2} .0100703{col 37}{space 1}    0.66{col 46}{space 3}0.511{col 54}{space 4}-.0133168{col 67}{space 3} .0265854
{txt}CEN~cpercent {c |}{col 14}{res}{space 2} .0837707{col 26}{space 2}  .051456{col 37}{space 1}    1.63{col 46}{space 3}0.106{col 54}{space 4}-.0181728{col 67}{space 3} .1857142
{txt}CEN~kpercent {c |}{col 14}{res}{space 2}-.0097428{col 26}{space 2} .0628433{col 37}{space 1}   -0.16{col 46}{space 3}0.877{col 54}{space 4}-.1342468{col 67}{space 3} .1147611
{txt}CENSUS2000~s {c |}{col 14}{res}{space 2}-.3057211{col 26}{space 2} .1736886{col 37}{space 1}   -1.76{col 46}{space 3}0.081{col 54}{space 4}-.6498295{col 67}{space 3} .0383874
{txt}CENSUS2000~e {c |}{col 14}{res}{space 2}-.0018553{col 26}{space 2} .0015017{col 37}{space 1}   -1.24{col 46}{space 3}0.219{col 54}{space 4}-.0048304{col 67}{space 3} .0011197
{txt}CENSUS1990~c {c |}{col 14}{res}{space 2}-.0054091{col 26}{space 2} .0025385{col 37}{space 1}   -2.13{col 46}{space 3}0.035{col 54}{space 4}-.0104383{col 67}{space 3}-.0003799
{txt}mayorcounc~m {c |}{col 14}{res}{space 2} .0201811{col 26}{space 2} .0193993{col 37}{space 1}    1.04{col 46}{space 3}0.300{col 54}{space 4}-.0182524{col 67}{space 3} .0586145
{txt}{space 3}demvs1988 {c |}{col 14}{res}{space 2} -.024654{col 26}{space 2}   .09098{col 37}{space 1}   -0.27{col 46}{space 3}0.787{col 54}{space 4}-.2049018{col 67}{space 3} .1555938
{txt}{space 12} {c |}
{space 8}year {c |}
{space 7}1991  {c |}{col 14}{res}{space 2} .0214934{col 26}{space 2} .0593645{col 37}{space 1}    0.36{col 46}{space 3}0.718{col 54}{space 4}-.0961184{col 67}{space 3} .1391053
{txt}{space 7}1992  {c |}{col 14}{res}{space 2}-.0364086{col 26}{space 2} .0618393{col 37}{space 1}   -0.59{col 46}{space 3}0.557{col 54}{space 4}-.1589235{col 67}{space 3} .0861062
{txt}{space 7}1993  {c |}{col 14}{res}{space 2} -.017385{col 26}{space 2} .0558161{col 37}{space 1}   -0.31{col 46}{space 3}0.756{col 54}{space 4}-.1279667{col 67}{space 3} .0931968
{txt}{space 7}1994  {c |}{col 14}{res}{space 2} .0622565{col 26}{space 2} .0511101{col 37}{space 1}    1.22{col 46}{space 3}0.226{col 54}{space 4}-.0390019{col 67}{space 3} .1635149
{txt}{space 7}1995  {c |}{col 14}{res}{space 2} .0179048{col 26}{space 2}  .047373{col 37}{space 1}    0.38{col 46}{space 3}0.706{col 54}{space 4}-.0759496{col 67}{space 3} .1117593
{txt}{space 7}1996  {c |}{col 14}{res}{space 2}-.0235588{col 26}{space 2}  .048907{col 37}{space 1}   -0.48{col 46}{space 3}0.631{col 54}{space 4}-.1204524{col 67}{space 3} .0733347
{txt}{space 7}1997  {c |}{col 14}{res}{space 2}-.0002044{col 26}{space 2} .0501549{col 37}{space 1}   -0.00{col 46}{space 3}0.997{col 54}{space 4}-.0995702{col 67}{space 3} .0991615
{txt}{space 7}1998  {c |}{col 14}{res}{space 2} .0599744{col 26}{space 2} .0614745{col 37}{space 1}    0.98{col 46}{space 3}0.331{col 54}{space 4}-.0618176{col 67}{space 3} .1817665
{txt}{space 7}1999  {c |}{col 14}{res}{space 2} .0814284{col 26}{space 2} .0601667{col 37}{space 1}    1.35{col 46}{space 3}0.179{col 54}{space 4}-.0377726{col 67}{space 3} .2006295
{txt}{space 7}2000  {c |}{col 14}{res}{space 2} .0546413{col 26}{space 2} .0665467{col 37}{space 1}    0.82{col 46}{space 3}0.413{col 54}{space 4}-.0771997{col 67}{space 3} .1864823
{txt}{space 7}2001  {c |}{col 14}{res}{space 2} .0306906{col 26}{space 2} .0528683{col 37}{space 1}    0.58{col 46}{space 3}0.563{col 54}{space 4}-.0740511{col 67}{space 3} .1354322
{txt}{space 7}2002  {c |}{col 14}{res}{space 2} .0628375{col 26}{space 2} .0510757{col 37}{space 1}    1.23{col 46}{space 3}0.221{col 54}{space 4}-.0383527{col 67}{space 3} .1640277
{txt}{space 7}2003  {c |}{col 14}{res}{space 2} .0521947{col 26}{space 2} .0481462{col 37}{space 1}    1.08{col 46}{space 3}0.281{col 54}{space 4}-.0431915{col 67}{space 3}  .147581
{txt}{space 7}2004  {c |}{col 14}{res}{space 2}-.0693775{col 26}{space 2} .0584668{col 37}{space 1}   -1.19{col 46}{space 3}0.238{col 54}{space 4}-.1852107{col 67}{space 3} .0464558
{txt}{space 7}2005  {c |}{col 14}{res}{space 2} .0421642{col 26}{space 2} .0542964{col 37}{space 1}    0.78{col 46}{space 3}0.439{col 54}{space 4}-.0654068{col 67}{space 3} .1497352
{txt}{space 7}2006  {c |}{col 14}{res}{space 2} .0404912{col 26}{space 2} .0644673{col 37}{space 1}    0.63{col 46}{space 3}0.531{col 54}{space 4}-.0872302{col 67}{space 3} .1682126
{txt}{space 7}2007  {c |}{col 14}{res}{space 2} .0668474{col 26}{space 2} .0553035{col 37}{space 1}    1.21{col 46}{space 3}0.229{col 54}{space 4}-.0427189{col 67}{space 3} .1764137
{txt}{space 7}2008  {c |}{col 14}{res}{space 2}-.0268542{col 26}{space 2} .0553845{col 37}{space 1}   -0.48{col 46}{space 3}0.629{col 54}{space 4}-.1365809{col 67}{space 3} .0828725
{txt}{space 7}2009  {c |}{col 14}{res}{space 2}-.0361667{col 26}{space 2} .1103307{col 37}{space 1}   -0.33{col 46}{space 3}0.744{col 54}{space 4}-.2547517{col 67}{space 3} .1824183
{txt}{space 7}2010  {c |}{col 14}{res}{space 2} .0508448{col 26}{space 2} .1194603{col 37}{space 1}    0.43{col 46}{space 3}0.671{col 54}{space 4}-.1858277{col 67}{space 3} .2875172
{txt}{space 7}2011  {c |}{col 14}{res}{space 2}-.1190832{col 26}{space 2} .1360858{col 37}{space 1}   -0.88{col 46}{space 3}0.383{col 54}{space 4}-.3886938{col 67}{space 3} .1505274
{txt}{space 12} {c |}
{space 7}_cons {c |}{col 14}{res}{space 2}  .390588{col 26}{space 2} .1927402{col 37}{space 1}    2.03{col 46}{space 3}0.045{col 54}{space 4} .0087349{col 67}{space 3} .7724412
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Linear regression                                      Number of obs ={res}     339
                                                       {txt}F( 32,   113) ={res}    2.03
                                                       {txt}Prob > F      = {res} 0.0036
                                                       {txt}R-squared     = {res} 0.1510
                                                       {txt}Root MSE      = {res} .12522

{txt}{ralign 78:(Std. Err. adjusted for {res:114} clusters in citystabbr)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}incumbentp~t{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
DIFFusmont~h {c |}{col 14}{res}{space 2} .0109475{col 26}{space 2} .0040969{col 37}{space 1}    2.67{col 46}{space 3}0.009{col 54}{space 4} .0028307{col 67}{space 3} .0190642
{txt}unemploymo~s {c |}{col 14}{res}{space 2} .0058583{col 26}{space 2}  .026243{col 37}{space 1}    0.22{col 46}{space 3}0.824{col 54}{space 4}-.0461337{col 67}{space 3} .0578504
{txt}CENSUS2000~c {c |}{col 14}{res}{space 2} .0067648{col 26}{space 2} .0022858{col 37}{space 1}    2.96{col 46}{space 3}0.004{col 54}{space 4} .0022362{col 67}{space 3} .0112934
{txt}logCENSUS2~p {c |}{col 14}{res}{space 2} .0087226{col 26}{space 2} .0100172{col 37}{space 1}    0.87{col 46}{space 3}0.386{col 54}{space 4}-.0111233{col 67}{space 3} .0285686
{txt}CEN~cpercent {c |}{col 14}{res}{space 2} .0896719{col 26}{space 2} .0511259{col 37}{space 1}    1.75{col 46}{space 3}0.082{col 54}{space 4}-.0116176{col 67}{space 3} .1909614
{txt}CEN~kpercent {c |}{col 14}{res}{space 2}-.0026611{col 26}{space 2} .0618987{col 37}{space 1}   -0.04{col 46}{space 3}0.966{col 54}{space 4}-.1252937{col 67}{space 3} .1199715
{txt}CENSUS2000~s {c |}{col 14}{res}{space 2} -.295182{col 26}{space 2} .1736697{col 37}{space 1}   -1.70{col 46}{space 3}0.092{col 54}{space 4}-.6392531{col 67}{space 3}  .048889
{txt}CENSUS2000~e {c |}{col 14}{res}{space 2}-.0018725{col 26}{space 2} .0014292{col 37}{space 1}   -1.31{col 46}{space 3}0.193{col 54}{space 4}-.0047041{col 67}{space 3}  .000959
{txt}CENSUS1990~c {c |}{col 14}{res}{space 2} -.005661{col 26}{space 2} .0025184{col 37}{space 1}   -2.25{col 46}{space 3}0.027{col 54}{space 4}-.0106504{col 67}{space 3}-.0006715
{txt}mayorcounc~m {c |}{col 14}{res}{space 2} .0174964{col 26}{space 2} .0188978{col 37}{space 1}    0.93{col 46}{space 3}0.356{col 54}{space 4}-.0199435{col 67}{space 3} .0549364
{txt}{space 3}demvs1988 {c |}{col 14}{res}{space 2}-.0245713{col 26}{space 2} .0918866{col 37}{space 1}   -0.27{col 46}{space 3}0.790{col 54}{space 4}-.2066153{col 67}{space 3} .1574727
{txt}{space 12} {c |}
{space 8}year {c |}
{space 7}1991  {c |}{col 14}{res}{space 2} .0238674{col 26}{space 2} .0592432{col 37}{space 1}    0.40{col 46}{space 3}0.688{col 54}{space 4}-.0935041{col 67}{space 3} .1412389
{txt}{space 7}1992  {c |}{col 14}{res}{space 2}-.0313627{col 26}{space 2} .0619052{col 37}{space 1}   -0.51{col 46}{space 3}0.613{col 54}{space 4}-.1540081{col 67}{space 3} .0912827
{txt}{space 7}1993  {c |}{col 14}{res}{space 2}-.0249339{col 26}{space 2} .0556731{col 37}{space 1}   -0.45{col 46}{space 3}0.655{col 54}{space 4}-.1352323{col 67}{space 3} .0853646
{txt}{space 7}1994  {c |}{col 14}{res}{space 2} .0616845{col 26}{space 2} .0507155{col 37}{space 1}    1.22{col 46}{space 3}0.226{col 54}{space 4}-.0387921{col 67}{space 3} .1621611
{txt}{space 7}1995  {c |}{col 14}{res}{space 2} .0163077{col 26}{space 2} .0470637{col 37}{space 1}    0.35{col 46}{space 3}0.730{col 54}{space 4}-.0769339{col 67}{space 3} .1095494
{txt}{space 7}1996  {c |}{col 14}{res}{space 2}-.0249199{col 26}{space 2} .0486412{col 37}{space 1}   -0.51{col 46}{space 3}0.609{col 54}{space 4}-.1212869{col 67}{space 3} .0714471
{txt}{space 7}1997  {c |}{col 14}{res}{space 2} .0042093{col 26}{space 2} .0502968{col 37}{space 1}    0.08{col 46}{space 3}0.933{col 54}{space 4}-.0954378{col 67}{space 3} .1038564
{txt}{space 7}1998  {c |}{col 14}{res}{space 2} .0557091{col 26}{space 2} .0617424{col 37}{space 1}    0.90{col 46}{space 3}0.369{col 54}{space 4}-.0666138{col 67}{space 3} .1780321
{txt}{space 7}1999  {c |}{col 14}{res}{space 2} .0724831{col 26}{space 2} .0607295{col 37}{space 1}    1.19{col 46}{space 3}0.235{col 54}{space 4} -.047833{col 67}{space 3} .1927992
{txt}{space 7}2000  {c |}{col 14}{res}{space 2} .0489693{col 26}{space 2} .0671453{col 37}{space 1}    0.73{col 46}{space 3}0.467{col 54}{space 4}-.0840576{col 67}{space 3} .1819963
{txt}{space 7}2001  {c |}{col 14}{res}{space 2}  .031625{col 26}{space 2} .0518465{col 37}{space 1}    0.61{col 46}{space 3}0.543{col 54}{space 4}-.0710924{col 67}{space 3} .1343423
{txt}{space 7}2002  {c |}{col 14}{res}{space 2} .0621597{col 26}{space 2} .0506586{col 37}{space 1}    1.23{col 46}{space 3}0.222{col 54}{space 4}-.0382042{col 67}{space 3} .1625235
{txt}{space 7}2003  {c |}{col 14}{res}{space 2} .0469219{col 26}{space 2} .0473699{col 37}{space 1}    0.99{col 46}{space 3}0.324{col 54}{space 4}-.0469265{col 67}{space 3} .1407703
{txt}{space 7}2004  {c |}{col 14}{res}{space 2}-.0703919{col 26}{space 2} .0583941{col 37}{space 1}   -1.21{col 46}{space 3}0.231{col 54}{space 4}-.1860811{col 67}{space 3} .0452973
{txt}{space 7}2005  {c |}{col 14}{res}{space 2} .0350899{col 26}{space 2} .0536463{col 37}{space 1}    0.65{col 46}{space 3}0.514{col 54}{space 4}-.0711932{col 67}{space 3}  .141373
{txt}{space 7}2006  {c |}{col 14}{res}{space 2} .0363495{col 26}{space 2} .0644781{col 37}{space 1}    0.56{col 46}{space 3}0.574{col 54}{space 4}-.0913933{col 67}{space 3} .1640924
{txt}{space 7}2007  {c |}{col 14}{res}{space 2} .0605554{col 26}{space 2} .0554682{col 37}{space 1}    1.09{col 46}{space 3}0.277{col 54}{space 4}-.0493371{col 67}{space 3}  .170448
{txt}{space 7}2008  {c |}{col 14}{res}{space 2}-.0265546{col 26}{space 2}  .055152{col 37}{space 1}   -0.48{col 46}{space 3}0.631{col 54}{space 4}-.1358206{col 67}{space 3} .0827114
{txt}{space 7}2009  {c |}{col 14}{res}{space 2}-.0240821{col 26}{space 2}  .109845{col 37}{space 1}   -0.22{col 46}{space 3}0.827{col 54}{space 4} -.241705{col 67}{space 3} .1935407
{txt}{space 7}2010  {c |}{col 14}{res}{space 2} .0628552{col 26}{space 2} .1204177{col 37}{space 1}    0.52{col 46}{space 3}0.603{col 54}{space 4} -.175714{col 67}{space 3} .3014243
{txt}{space 7}2011  {c |}{col 14}{res}{space 2}-.0728033{col 26}{space 2} .1190014{col 37}{space 1}   -0.61{col 46}{space 3}0.542{col 54}{space 4}-.3085665{col 67}{space 3} .1629599
{txt}{space 12} {c |}
{space 7}_cons {c |}{col 14}{res}{space 2} .3778494{col 26}{space 2} .1914068{col 37}{space 1}    1.97{col 46}{space 3}0.051{col 54}{space 4}-.0013619{col 67}{space 3} .7570607
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Linear regression                                      Number of obs ={res}     340
                                                       {txt}F( 32,   113) ={res}    2.01
                                                       {txt}Prob > F      = {res} 0.0039
                                                       {txt}R-squared     = {res} 0.1490
                                                       {txt}Root MSE      = {res} .12525

{txt}{ralign 78:(Std. Err. adjusted for {res:114} clusters in citystabbr)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}incumbentp~t{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
DIFFusmont~h {c |}{col 14}{res}{space 2} .0110239{col 26}{space 2} .0041077{col 37}{space 1}    2.68{col 46}{space 3}0.008{col 54}{space 4} .0028858{col 67}{space 3} .0191619
{txt}unemploymo~s {c |}{col 14}{res}{space 2} .0077749{col 26}{space 2} .0259148{col 37}{space 1}    0.30{col 46}{space 3}0.765{col 54}{space 4} -.043567{col 67}{space 3} .0591168
{txt}CENSUS2000~c {c |}{col 14}{res}{space 2} .0067778{col 26}{space 2} .0023117{col 37}{space 1}    2.93{col 46}{space 3}0.004{col 54}{space 4} .0021979{col 67}{space 3} .0113576
{txt}logCENSUS2~p {c |}{col 14}{res}{space 2}   .00788{col 26}{space 2} .0100383{col 37}{space 1}    0.78{col 46}{space 3}0.434{col 54}{space 4}-.0120076{col 67}{space 3} .0277676
{txt}CEN~cpercent {c |}{col 14}{res}{space 2} .0860146{col 26}{space 2} .0513543{col 37}{space 1}    1.67{col 46}{space 3}0.097{col 54}{space 4}-.0157276{col 67}{space 3} .1877568
{txt}CEN~kpercent {c |}{col 14}{res}{space 2}-.0005108{col 26}{space 2} .0619733{col 37}{space 1}   -0.01{col 46}{space 3}0.993{col 54}{space 4}-.1232911{col 67}{space 3} .1222695
{txt}CENSUS2000~s {c |}{col 14}{res}{space 2}-.3052297{col 26}{space 2} .1746807{col 37}{space 1}   -1.75{col 46}{space 3}0.083{col 54}{space 4}-.6513036{col 67}{space 3} .0408442
{txt}CENSUS2000~e {c |}{col 14}{res}{space 2}-.0018424{col 26}{space 2} .0014298{col 37}{space 1}   -1.29{col 46}{space 3}0.200{col 54}{space 4}-.0046752{col 67}{space 3} .0009903
{txt}CENSUS1990~c {c |}{col 14}{res}{space 2}-.0056068{col 26}{space 2} .0025416{col 37}{space 1}   -2.21{col 46}{space 3}0.029{col 54}{space 4}-.0106422{col 67}{space 3}-.0005714
{txt}mayorcounc~m {c |}{col 14}{res}{space 2} .0188799{col 26}{space 2} .0190344{col 37}{space 1}    0.99{col 46}{space 3}0.323{col 54}{space 4}-.0188307{col 67}{space 3} .0565904
{txt}{space 3}demvs1988 {c |}{col 14}{res}{space 2}-.0291635{col 26}{space 2}  .091563{col 37}{space 1}   -0.32{col 46}{space 3}0.751{col 54}{space 4}-.2105663{col 67}{space 3} .1522393
{txt}{space 12} {c |}
{space 8}year {c |}
{space 7}1991  {c |}{col 14}{res}{space 2} .0221298{col 26}{space 2} .0593445{col 37}{space 1}    0.37{col 46}{space 3}0.710{col 54}{space 4}-.0954423{col 67}{space 3} .1397019
{txt}{space 7}1992  {c |}{col 14}{res}{space 2}-.0347965{col 26}{space 2} .0617659{col 37}{space 1}   -0.56{col 46}{space 3}0.574{col 54}{space 4} -.157166{col 67}{space 3}  .087573
{txt}{space 7}1993  {c |}{col 14}{res}{space 2}-.0168346{col 26}{space 2}   .05557{col 37}{space 1}   -0.30{col 46}{space 3}0.762{col 54}{space 4}-.1269288{col 67}{space 3} .0932596
{txt}{space 7}1994  {c |}{col 14}{res}{space 2} .0615653{col 26}{space 2}   .05086{col 37}{space 1}    1.21{col 46}{space 3}0.229{col 54}{space 4}-.0391976{col 67}{space 3} .1623283
{txt}{space 7}1995  {c |}{col 14}{res}{space 2} .0174102{col 26}{space 2} .0471157{col 37}{space 1}    0.37{col 46}{space 3}0.712{col 54}{space 4}-.0759346{col 67}{space 3} .1107549
{txt}{space 7}1996  {c |}{col 14}{res}{space 2}-.0216125{col 26}{space 2} .0503023{col 37}{space 1}   -0.43{col 46}{space 3}0.668{col 54}{space 4}-.1212704{col 67}{space 3} .0780454
{txt}{space 7}1997  {c |}{col 14}{res}{space 2} .0070271{col 26}{space 2}  .050158{col 37}{space 1}    0.14{col 46}{space 3}0.889{col 54}{space 4} -.092345{col 67}{space 3} .1063991
{txt}{space 7}1998  {c |}{col 14}{res}{space 2} .0584574{col 26}{space 2} .0614272{col 37}{space 1}    0.95{col 46}{space 3}0.343{col 54}{space 4}-.0632408{col 67}{space 3} .1801557
{txt}{space 7}1999  {c |}{col 14}{res}{space 2} .0764737{col 26}{space 2} .0602266{col 37}{space 1}    1.27{col 46}{space 3}0.207{col 54}{space 4}-.0428461{col 67}{space 3} .1957934
{txt}{space 7}2000  {c |}{col 14}{res}{space 2} .0525945{col 26}{space 2} .0667788{col 37}{space 1}    0.79{col 46}{space 3}0.433{col 54}{space 4}-.0797064{col 67}{space 3} .1848954
{txt}{space 7}2001  {c |}{col 14}{res}{space 2} .0332744{col 26}{space 2} .0518953{col 37}{space 1}    0.64{col 46}{space 3}0.523{col 54}{space 4}-.0695394{col 67}{space 3} .1360883
{txt}{space 7}2002  {c |}{col 14}{res}{space 2} .0623406{col 26}{space 2}  .050833{col 37}{space 1}    1.23{col 46}{space 3}0.223{col 54}{space 4}-.0383688{col 67}{space 3}   .16305
{txt}{space 7}2003  {c |}{col 14}{res}{space 2} .0476768{col 26}{space 2}   .04746{col 37}{space 1}    1.00{col 46}{space 3}0.317{col 54}{space 4}-.0463501{col 67}{space 3} .1417036
{txt}{space 7}2004  {c |}{col 14}{res}{space 2} -.069797{col 26}{space 2} .0584494{col 37}{space 1}   -1.19{col 46}{space 3}0.235{col 54}{space 4}-.1855958{col 67}{space 3} .0460017
{txt}{space 7}2005  {c |}{col 14}{res}{space 2} .0377216{col 26}{space 2} .0535599{col 37}{space 1}    0.70{col 46}{space 3}0.483{col 54}{space 4}-.0683903{col 67}{space 3} .1438335
{txt}{space 7}2006  {c |}{col 14}{res}{space 2} .0387688{col 26}{space 2} .0642824{col 37}{space 1}    0.60{col 46}{space 3}0.548{col 54}{space 4}-.0885863{col 67}{space 3} .1661238
{txt}{space 7}2007  {c |}{col 14}{res}{space 2} .0633322{col 26}{space 2} .0552166{col 37}{space 1}    1.15{col 46}{space 3}0.254{col 54}{space 4}-.0460619{col 67}{space 3} .1727262
{txt}{space 7}2008  {c |}{col 14}{res}{space 2}-.0269233{col 26}{space 2} .0551832{col 37}{space 1}   -0.49{col 46}{space 3}0.627{col 54}{space 4}-.1362511{col 67}{space 3} .0824045
{txt}{space 7}2009  {c |}{col 14}{res}{space 2}-.0310729{col 26}{space 2} .1097997{col 37}{space 1}   -0.28{col 46}{space 3}0.778{col 54}{space 4} -.248606{col 67}{space 3} .1864601
{txt}{space 7}2010  {c |}{col 14}{res}{space 2} .0555281{col 26}{space 2} .1196096{col 37}{space 1}    0.46{col 46}{space 3}0.643{col 54}{space 4}  -.18144{col 67}{space 3} .2924963
{txt}{space 7}2011  {c |}{col 14}{res}{space 2}-.0777651{col 26}{space 2} .1193374{col 37}{space 1}   -0.65{col 46}{space 3}0.516{col 54}{space 4}-.3141939{col 67}{space 3} .1586638
{txt}{space 12} {c |}
{space 7}_cons {c |}{col 14}{res}{space 2} .3779763{col 26}{space 2} .1912191{col 37}{space 1}    1.98{col 46}{space 3}0.051{col 54}{space 4}-.0008633{col 67}{space 3} .7568159
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Linear regression                                      Number of obs ={res}     336
                                                       {txt}F( 32,   113) ={res}    1.89
                                                       {txt}Prob > F      = {res} 0.0079
                                                       {txt}R-squared     = {res} 0.1442
                                                       {txt}Root MSE      = {res} .12546

{txt}{ralign 78:(Std. Err. adjusted for {res:114} clusters in citystabbr)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}incumbentp~t{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
DIFFusmont~h {c |}{col 14}{res}{space 2} .0112189{col 26}{space 2} .0041067{col 37}{space 1}    2.73{col 46}{space 3}0.007{col 54}{space 4} .0030828{col 67}{space 3}  .019355
{txt}unemploymo~s {c |}{col 14}{res}{space 2} .0087273{col 26}{space 2} .0260877{col 37}{space 1}    0.33{col 46}{space 3}0.739{col 54}{space 4} -.042957{col 67}{space 3} .0604117
{txt}CENSUS2000~c {c |}{col 14}{res}{space 2}  .006436{col 26}{space 2} .0022647{col 37}{space 1}    2.84{col 46}{space 3}0.005{col 54}{space 4} .0019492{col 67}{space 3} .0109228
{txt}logCENSUS2~p {c |}{col 14}{res}{space 2} .0034848{col 26}{space 2} .0095731{col 37}{space 1}    0.36{col 46}{space 3}0.717{col 54}{space 4}-.0154812{col 67}{space 3} .0224508
{txt}CEN~cpercent {c |}{col 14}{res}{space 2}  .082309{col 26}{space 2} .0514091{col 37}{space 1}    1.60{col 46}{space 3}0.112{col 54}{space 4}-.0195417{col 67}{space 3} .1841596
{txt}CEN~kpercent {c |}{col 14}{res}{space 2}-.0110936{col 26}{space 2}  .061889{col 37}{space 1}   -0.18{col 46}{space 3}0.858{col 54}{space 4}-.1337069{col 67}{space 3} .1115196
{txt}CENSUS2000~s {c |}{col 14}{res}{space 2} -.301086{col 26}{space 2} .1739316{col 37}{space 1}   -1.73{col 46}{space 3}0.086{col 54}{space 4}-.6456759{col 67}{space 3} .0435039
{txt}CENSUS2000~e {c |}{col 14}{res}{space 2}-.0019975{col 26}{space 2} .0014319{col 37}{space 1}   -1.40{col 46}{space 3}0.166{col 54}{space 4}-.0048343{col 67}{space 3} .0008393
{txt}CENSUS1990~c {c |}{col 14}{res}{space 2}-.0052195{col 26}{space 2} .0024824{col 37}{space 1}   -2.10{col 46}{space 3}0.038{col 54}{space 4}-.0101376{col 67}{space 3}-.0003015
{txt}mayorcounc~m {c |}{col 14}{res}{space 2} .0170788{col 26}{space 2} .0188893{col 37}{space 1}    0.90{col 46}{space 3}0.368{col 54}{space 4}-.0203443{col 67}{space 3} .0545019
{txt}{space 3}demvs1988 {c |}{col 14}{res}{space 2}-.0121191{col 26}{space 2} .0927861{col 37}{space 1}   -0.13{col 46}{space 3}0.896{col 54}{space 4}-.1959452{col 67}{space 3} .1717069
{txt}{space 12} {c |}
{space 8}year {c |}
{space 7}1991  {c |}{col 14}{res}{space 2} .0149518{col 26}{space 2} .0609432{col 37}{space 1}    0.25{col 46}{space 3}0.807{col 54}{space 4}-.1057877{col 67}{space 3} .1356913
{txt}{space 7}1992  {c |}{col 14}{res}{space 2}-.0366492{col 26}{space 2} .0623073{col 37}{space 1}   -0.59{col 46}{space 3}0.558{col 54}{space 4}-.1600912{col 67}{space 3} .0867928
{txt}{space 7}1993  {c |}{col 14}{res}{space 2}-.0159407{col 26}{space 2} .0559641{col 37}{space 1}   -0.28{col 46}{space 3}0.776{col 54}{space 4}-.1268157{col 67}{space 3} .0949343
{txt}{space 7}1994  {c |}{col 14}{res}{space 2} .0622524{col 26}{space 2} .0510788{col 37}{space 1}    1.22{col 46}{space 3}0.225{col 54}{space 4} -.038944{col 67}{space 3} .1634487
{txt}{space 7}1995  {c |}{col 14}{res}{space 2} .0174125{col 26}{space 2} .0481248{col 37}{space 1}    0.36{col 46}{space 3}0.718{col 54}{space 4}-.0779314{col 67}{space 3} .1127564
{txt}{space 7}1996  {c |}{col 14}{res}{space 2}-.0244479{col 26}{space 2} .0492199{col 37}{space 1}   -0.50{col 46}{space 3}0.620{col 54}{space 4}-.1219614{col 67}{space 3} .0730657
{txt}{space 7}1997  {c |}{col 14}{res}{space 2} .0078129{col 26}{space 2} .0505046{col 37}{space 1}    0.15{col 46}{space 3}0.877{col 54}{space 4}-.0922459{col 67}{space 3} .1078717
{txt}{space 7}1998  {c |}{col 14}{res}{space 2} .0588442{col 26}{space 2} .0617401{col 37}{space 1}    0.95{col 46}{space 3}0.343{col 54}{space 4}-.0634741{col 67}{space 3} .1811625
{txt}{space 7}1999  {c |}{col 14}{res}{space 2} .0755768{col 26}{space 2} .0614637{col 37}{space 1}    1.23{col 46}{space 3}0.221{col 54}{space 4} -.046194{col 67}{space 3} .1973475
{txt}{space 7}2000  {c |}{col 14}{res}{space 2} .0530773{col 26}{space 2} .0669911{col 37}{space 1}    0.79{col 46}{space 3}0.430{col 54}{space 4}-.0796442{col 67}{space 3} .1857988
{txt}{space 7}2001  {c |}{col 14}{res}{space 2} .0339182{col 26}{space 2} .0522113{col 37}{space 1}    0.65{col 46}{space 3}0.517{col 54}{space 4}-.0695218{col 67}{space 3} .1373581
{txt}{space 7}2002  {c |}{col 14}{res}{space 2} .0620423{col 26}{space 2}  .051024{col 37}{space 1}    1.22{col 46}{space 3}0.227{col 54}{space 4}-.0390454{col 67}{space 3}   .16313
{txt}{space 7}2003  {c |}{col 14}{res}{space 2} .0380448{col 26}{space 2}  .047734{col 37}{space 1}    0.80{col 46}{space 3}0.427{col 54}{space 4}-.0565249{col 67}{space 3} .1326145
{txt}{space 7}2004  {c |}{col 14}{res}{space 2}-.0694466{col 26}{space 2} .0588227{col 37}{space 1}   -1.18{col 46}{space 3}0.240{col 54}{space 4} -.185985{col 67}{space 3} .0470918
{txt}{space 7}2005  {c |}{col 14}{res}{space 2} .0387992{col 26}{space 2} .0538986{col 37}{space 1}    0.72{col 46}{space 3}0.473{col 54}{space 4}-.0679836{col 67}{space 3}  .145582
{txt}{space 7}2006  {c |}{col 14}{res}{space 2} .0387563{col 26}{space 2} .0645717{col 37}{space 1}    0.60{col 46}{space 3}0.550{col 54}{space 4}-.0891718{col 67}{space 3} .1666844
{txt}{space 7}2007  {c |}{col 14}{res}{space 2} .0633496{col 26}{space 2} .0559557{col 37}{space 1}    1.13{col 46}{space 3}0.260{col 54}{space 4}-.0475088{col 67}{space 3}  .174208
{txt}{space 7}2008  {c |}{col 14}{res}{space 2}-.0276425{col 26}{space 2}  .055715{col 37}{space 1}   -0.50{col 46}{space 3}0.621{col 54}{space 4}-.1380241{col 67}{space 3}  .082739
{txt}{space 7}2009  {c |}{col 14}{res}{space 2}-.0363684{col 26}{space 2} .1104642{col 37}{space 1}   -0.33{col 46}{space 3}0.743{col 54}{space 4}-.2552179{col 67}{space 3}  .182481
{txt}{space 7}2010  {c |}{col 14}{res}{space 2} .0507716{col 26}{space 2} .1206321{col 37}{space 1}    0.42{col 46}{space 3}0.675{col 54}{space 4}-.1882223{col 67}{space 3} .2897654
{txt}{space 7}2011  {c |}{col 14}{res}{space 2}-.0843869{col 26}{space 2} .1205241{col 37}{space 1}   -0.70{col 46}{space 3}0.485{col 54}{space 4} -.323167{col 67}{space 3} .1543931
{txt}{space 12} {c |}
{space 7}_cons {c |}{col 14}{res}{space 2} .4275707{col 26}{space 2} .1862482{col 37}{space 1}    2.30{col 46}{space 3}0.024{col 54}{space 4} .0585795{col 67}{space 3} .7965619
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Linear regression                                      Number of obs ={res}     338
                                                       {txt}F( 32,   113) ={res}    2.28
                                                       {txt}Prob > F      = {res} 0.0008
                                                       {txt}R-squared     = {res} 0.1573
                                                       {txt}Root MSE      = {res} .12468

{txt}{ralign 78:(Std. Err. adjusted for {res:114} clusters in citystabbr)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}incumbentp~t{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
DIFFusmont~h {c |}{col 14}{res}{space 2} .0114937{col 26}{space 2} .0040511{col 37}{space 1}    2.84{col 46}{space 3}0.005{col 54}{space 4} .0034677{col 67}{space 3} .0195196
{txt}unemploymo~s {c |}{col 14}{res}{space 2}  .008922{col 26}{space 2} .0258094{col 37}{space 1}    0.35{col 46}{space 3}0.730{col 54}{space 4} -.042211{col 67}{space 3}  .060055
{txt}CENSUS2000~c {c |}{col 14}{res}{space 2} .0069633{col 26}{space 2} .0022685{col 37}{space 1}    3.07{col 46}{space 3}0.003{col 54}{space 4}  .002469{col 67}{space 3} .0114575
{txt}logCENSUS2~p {c |}{col 14}{res}{space 2} .0074747{col 26}{space 2}  .010092{col 37}{space 1}    0.74{col 46}{space 3}0.460{col 54}{space 4}-.0125193{col 67}{space 3} .0274687
{txt}CEN~cpercent {c |}{col 14}{res}{space 2} .0988967{col 26}{space 2} .0502441{col 37}{space 1}    1.97{col 46}{space 3}0.051{col 54}{space 4}-.0006459{col 67}{space 3} .1984392
{txt}CEN~kpercent {c |}{col 14}{res}{space 2}-.0035431{col 26}{space 2}  .062371{col 37}{space 1}   -0.06{col 46}{space 3}0.955{col 54}{space 4}-.1271113{col 67}{space 3} .1200251
{txt}CENSUS2000~s {c |}{col 14}{res}{space 2}-.2980027{col 26}{space 2} .1725615{col 37}{space 1}   -1.73{col 46}{space 3}0.087{col 54}{space 4}-.6398782{col 67}{space 3} .0438728
{txt}CENSUS2000~e {c |}{col 14}{res}{space 2}-.0022299{col 26}{space 2} .0014136{col 37}{space 1}   -1.58{col 46}{space 3}0.117{col 54}{space 4}-.0050305{col 67}{space 3} .0005708
{txt}CENSUS1990~c {c |}{col 14}{res}{space 2}-.0058129{col 26}{space 2} .0024976{col 37}{space 1}   -2.33{col 46}{space 3}0.022{col 54}{space 4}-.0107611{col 67}{space 3}-.0008647
{txt}mayorcounc~m {c |}{col 14}{res}{space 2} .0170709{col 26}{space 2} .0188003{col 37}{space 1}    0.91{col 46}{space 3}0.366{col 54}{space 4}-.0201758{col 67}{space 3} .0543176
{txt}{space 3}demvs1988 {c |}{col 14}{res}{space 2} -.016575{col 26}{space 2} .0908988{col 37}{space 1}   -0.18{col 46}{space 3}0.856{col 54}{space 4}-.1966619{col 67}{space 3} .1635119
{txt}{space 12} {c |}
{space 8}year {c |}
{space 7}1991  {c |}{col 14}{res}{space 2} .0202726{col 26}{space 2} .0588796{col 37}{space 1}    0.34{col 46}{space 3}0.731{col 54}{space 4}-.0963786{col 67}{space 3} .1369238
{txt}{space 7}1992  {c |}{col 14}{res}{space 2} -.036441{col 26}{space 2} .0617354{col 37}{space 1}   -0.59{col 46}{space 3}0.556{col 54}{space 4}-.1587501{col 67}{space 3}  .085868
{txt}{space 7}1993  {c |}{col 14}{res}{space 2}-.0199552{col 26}{space 2} .0554279{col 37}{space 1}   -0.36{col 46}{space 3}0.720{col 54}{space 4} -.129768{col 67}{space 3} .0898575
{txt}{space 7}1994  {c |}{col 14}{res}{space 2} .0630872{col 26}{space 2} .0509531{col 37}{space 1}    1.24{col 46}{space 3}0.218{col 54}{space 4}-.0378601{col 67}{space 3} .1640345
{txt}{space 7}1995  {c |}{col 14}{res}{space 2} .0163394{col 26}{space 2} .0471676{col 37}{space 1}    0.35{col 46}{space 3}0.730{col 54}{space 4}-.0771081{col 67}{space 3}  .109787
{txt}{space 7}1996  {c |}{col 14}{res}{space 2} -.023821{col 26}{space 2} .0488148{col 37}{space 1}   -0.49{col 46}{space 3}0.627{col 54}{space 4} -.120532{col 67}{space 3} .0728899
{txt}{space 7}1997  {c |}{col 14}{res}{space 2} .0072494{col 26}{space 2} .0502624{col 37}{space 1}    0.14{col 46}{space 3}0.886{col 54}{space 4}-.0923294{col 67}{space 3} .1068282
{txt}{space 7}1998  {c |}{col 14}{res}{space 2} .0571912{col 26}{space 2} .0623449{col 37}{space 1}    0.92{col 46}{space 3}0.361{col 54}{space 4}-.0663253{col 67}{space 3} .1807077
{txt}{space 7}1999  {c |}{col 14}{res}{space 2} .0766969{col 26}{space 2} .0602245{col 37}{space 1}    1.27{col 46}{space 3}0.205{col 54}{space 4}-.0426187{col 67}{space 3} .1960125
{txt}{space 7}2000  {c |}{col 14}{res}{space 2} .0546151{col 26}{space 2} .0667681{col 37}{space 1}    0.82{col 46}{space 3}0.415{col 54}{space 4}-.0776645{col 67}{space 3} .1868946
{txt}{space 7}2001  {c |}{col 14}{res}{space 2} .0324354{col 26}{space 2} .0519235{col 37}{space 1}    0.62{col 46}{space 3}0.533{col 54}{space 4}-.0704344{col 67}{space 3} .1353052
{txt}{space 7}2002  {c |}{col 14}{res}{space 2}  .061891{col 26}{space 2} .0507571{col 37}{space 1}    1.22{col 46}{space 3}0.225{col 54}{space 4} -.038668{col 67}{space 3} .1624499
{txt}{space 7}2003  {c |}{col 14}{res}{space 2} .0457126{col 26}{space 2} .0475447{col 37}{space 1}    0.96{col 46}{space 3}0.338{col 54}{space 4} -.048482{col 67}{space 3} .1399071
{txt}{space 7}2004  {c |}{col 14}{res}{space 2} -.070506{col 26}{space 2} .0584954{col 37}{space 1}   -1.21{col 46}{space 3}0.231{col 54}{space 4} -.186396{col 67}{space 3} .0453839
{txt}{space 7}2005  {c |}{col 14}{res}{space 2} .0361896{col 26}{space 2}  .053663{col 37}{space 1}    0.67{col 46}{space 3}0.501{col 54}{space 4}-.0701265{col 67}{space 3} .1425057
{txt}{space 7}2006  {c |}{col 14}{res}{space 2}  .054182{col 26}{space 2}  .063562{col 37}{space 1}    0.85{col 46}{space 3}0.396{col 54}{space 4}-.0717458{col 67}{space 3} .1801097
{txt}{space 7}2007  {c |}{col 14}{res}{space 2} .0628894{col 26}{space 2} .0552222{col 37}{space 1}    1.14{col 46}{space 3}0.257{col 54}{space 4}-.0465158{col 67}{space 3} .1722946
{txt}{space 7}2008  {c |}{col 14}{res}{space 2}-.0302874{col 26}{space 2} .0549018{col 37}{space 1}   -0.55{col 46}{space 3}0.582{col 54}{space 4}-.1390577{col 67}{space 3}  .078483
{txt}{space 7}2009  {c |}{col 14}{res}{space 2}-.0388829{col 26}{space 2} .1091643{col 37}{space 1}   -0.36{col 46}{space 3}0.722{col 54}{space 4}-.2551572{col 67}{space 3} .1773913
{txt}{space 7}2010  {c |}{col 14}{res}{space 2} .0633442{col 26}{space 2} .1194515{col 37}{space 1}    0.53{col 46}{space 3}0.597{col 54}{space 4}-.1733108{col 67}{space 3} .2999991
{txt}{space 7}2011  {c |}{col 14}{res}{space 2}-.0871764{col 26}{space 2} .1186237{col 37}{space 1}   -0.73{col 46}{space 3}0.464{col 54}{space 4}-.3221913{col 67}{space 3} .1478385
{txt}{space 12} {c |}
{space 7}_cons {c |}{col 14}{res}{space 2} .3727769{col 26}{space 2} .1907843{col 37}{space 1}    1.95{col 46}{space 3}0.053{col 54}{space 4}-.0052013{col 67}{space 3}  .750755
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Linear regression                                      Number of obs ={res}     335
                                                       {txt}F( 32,   113) ={res}    1.90
                                                       {txt}Prob > F      = {res} 0.0073
                                                       {txt}R-squared     = {res} 0.1389
                                                       {txt}Root MSE      = {res}   .122

{txt}{ralign 78:(Std. Err. adjusted for {res:114} clusters in citystabbr)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}incumbentp~t{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
DIFFusmont~h {c |}{col 14}{res}{space 2} .0102537{col 26}{space 2} .0041371{col 37}{space 1}    2.48{col 46}{space 3}0.015{col 54}{space 4} .0020573{col 67}{space 3} .0184501
{txt}unemploymo~s {c |}{col 14}{res}{space 2} .0078697{col 26}{space 2}  .028063{col 37}{space 1}    0.28{col 46}{space 3}0.780{col 54}{space 4}-.0477281{col 67}{space 3} .0634675
{txt}CENSUS2000~c {c |}{col 14}{res}{space 2}  .006081{col 26}{space 2} .0022567{col 37}{space 1}    2.69{col 46}{space 3}0.008{col 54}{space 4}   .00161{col 67}{space 3}  .010552
{txt}logCENSUS2~p {c |}{col 14}{res}{space 2} .0090357{col 26}{space 2} .0100461{col 37}{space 1}    0.90{col 46}{space 3}0.370{col 54}{space 4}-.0108675{col 67}{space 3} .0289389
{txt}CEN~cpercent {c |}{col 14}{res}{space 2} .0764699{col 26}{space 2} .0507567{col 37}{space 1}    1.51{col 46}{space 3}0.135{col 54}{space 4}-.0240883{col 67}{space 3} .1770281
{txt}CEN~kpercent {c |}{col 14}{res}{space 2} .0204837{col 26}{space 2} .0597607{col 37}{space 1}    0.34{col 46}{space 3}0.732{col 54}{space 4}-.0979129{col 67}{space 3} .1388803
{txt}CENSUS2000~s {c |}{col 14}{res}{space 2}-.2614154{col 26}{space 2} .1723918{col 37}{space 1}   -1.52{col 46}{space 3}0.132{col 54}{space 4}-.6029547{col 67}{space 3} .0801239
{txt}CENSUS2000~e {c |}{col 14}{res}{space 2}-.0014003{col 26}{space 2} .0014333{col 37}{space 1}   -0.98{col 46}{space 3}0.331{col 54}{space 4}  -.00424{col 67}{space 3} .0014393
{txt}CENSUS1990~c {c |}{col 14}{res}{space 2}-.0056106{col 26}{space 2} .0026284{col 37}{space 1}   -2.13{col 46}{space 3}0.035{col 54}{space 4} -.010818{col 67}{space 3}-.0004033
{txt}mayorcounc~m {c |}{col 14}{res}{space 2} .0084972{col 26}{space 2} .0172372{col 37}{space 1}    0.49{col 46}{space 3}0.623{col 54}{space 4}-.0256529{col 67}{space 3} .0426473
{txt}{space 3}demvs1988 {c |}{col 14}{res}{space 2}-.0668188{col 26}{space 2} .0859876{col 37}{space 1}   -0.78{col 46}{space 3}0.439{col 54}{space 4}-.2371757{col 67}{space 3} .1035382
{txt}{space 12} {c |}
{space 8}year {c |}
{space 7}1991  {c |}{col 14}{res}{space 2} .0414248{col 26}{space 2} .0573048{col 37}{space 1}    0.72{col 46}{space 3}0.471{col 54}{space 4}-.0721064{col 67}{space 3}  .154956
{txt}{space 7}1992  {c |}{col 14}{res}{space 2}-.0357035{col 26}{space 2} .0630487{col 37}{space 1}   -0.57{col 46}{space 3}0.572{col 54}{space 4}-.1606144{col 67}{space 3} .0892074
{txt}{space 7}1993  {c |}{col 14}{res}{space 2}-.0029322{col 26}{space 2} .0546504{col 37}{space 1}   -0.05{col 46}{space 3}0.957{col 54}{space 4}-.1112045{col 67}{space 3}   .10534
{txt}{space 7}1994  {c |}{col 14}{res}{space 2} .0590976{col 26}{space 2} .0491549{col 37}{space 1}    1.20{col 46}{space 3}0.232{col 54}{space 4}-.0382871{col 67}{space 3} .1564823
{txt}{space 7}1995  {c |}{col 14}{res}{space 2} .0269105{col 26}{space 2}  .045838{col 37}{space 1}    0.59{col 46}{space 3}0.558{col 54}{space 4}-.0639029{col 67}{space 3} .1177239
{txt}{space 7}1996  {c |}{col 14}{res}{space 2}-.0217959{col 26}{space 2} .0482286{col 37}{space 1}   -0.45{col 46}{space 3}0.652{col 54}{space 4}-.1173454{col 67}{space 3} .0737535
{txt}{space 7}1997  {c |}{col 14}{res}{space 2} .0141985{col 26}{space 2} .0513965{col 37}{space 1}    0.28{col 46}{space 3}0.783{col 54}{space 4}-.0876273{col 67}{space 3} .1160243
{txt}{space 7}1998  {c |}{col 14}{res}{space 2} .0572147{col 26}{space 2}  .063276{col 37}{space 1}    0.90{col 46}{space 3}0.368{col 54}{space 4}-.0681465{col 67}{space 3} .1825759
{txt}{space 7}1999  {c |}{col 14}{res}{space 2} .0745236{col 26}{space 2} .0627043{col 37}{space 1}    1.19{col 46}{space 3}0.237{col 54}{space 4} -.049705{col 67}{space 3} .1987522
{txt}{space 7}2000  {c |}{col 14}{res}{space 2} .0540549{col 26}{space 2} .0688993{col 37}{space 1}    0.78{col 46}{space 3}0.434{col 54}{space 4} -.082447{col 67}{space 3} .1905567
{txt}{space 7}2001  {c |}{col 14}{res}{space 2} .0292243{col 26}{space 2} .0532857{col 37}{space 1}    0.55{col 46}{space 3}0.584{col 54}{space 4}-.0763442{col 67}{space 3} .1347928
{txt}{space 7}2002  {c |}{col 14}{res}{space 2} .0607907{col 26}{space 2} .0501318{col 37}{space 1}    1.21{col 46}{space 3}0.228{col 54}{space 4}-.0385294{col 67}{space 3} .1601108
{txt}{space 7}2003  {c |}{col 14}{res}{space 2}  .043857{col 26}{space 2}  .046188{col 37}{space 1}    0.95{col 46}{space 3}0.344{col 54}{space 4}-.0476498{col 67}{space 3} .1353638
{txt}{space 7}2004  {c |}{col 14}{res}{space 2}-.0697311{col 26}{space 2} .0589968{col 37}{space 1}   -1.18{col 46}{space 3}0.240{col 54}{space 4}-.1866144{col 67}{space 3} .0471522
{txt}{space 7}2005  {c |}{col 14}{res}{space 2} .0370774{col 26}{space 2} .0538642{col 37}{space 1}    0.69{col 46}{space 3}0.493{col 54}{space 4}-.0696374{col 67}{space 3} .1437922
{txt}{space 7}2006  {c |}{col 14}{res}{space 2} .0403537{col 26}{space 2} .0650734{col 37}{space 1}    0.62{col 46}{space 3}0.536{col 54}{space 4}-.0885685{col 67}{space 3} .1692759
{txt}{space 7}2007  {c |}{col 14}{res}{space 2} .0624835{col 26}{space 2} .0566324{col 37}{space 1}    1.10{col 46}{space 3}0.272{col 54}{space 4}-.0497156{col 67}{space 3} .1746825
{txt}{space 7}2008  {c |}{col 14}{res}{space 2}-.0253695{col 26}{space 2} .0544396{col 37}{space 1}   -0.47{col 46}{space 3}0.642{col 54}{space 4}-.1332241{col 67}{space 3} .0824851
{txt}{space 7}2009  {c |}{col 14}{res}{space 2}-.0309109{col 26}{space 2} .1203667{col 37}{space 1}   -0.26{col 46}{space 3}0.798{col 54}{space 4}-.2693791{col 67}{space 3} .2075572
{txt}{space 7}2010  {c |}{col 14}{res}{space 2} .0536958{col 26}{space 2}  .126709{col 37}{space 1}    0.42{col 46}{space 3}0.673{col 54}{space 4}-.1973375{col 67}{space 3} .3047292
{txt}{space 7}2011  {c |}{col 14}{res}{space 2}-.0741978{col 26}{space 2} .1237717{col 37}{space 1}   -0.60{col 46}{space 3}0.550{col 54}{space 4}-.3194119{col 67}{space 3} .1710163
{txt}{space 12} {c |}
{space 7}_cons {c |}{col 14}{res}{space 2} .3992839{col 26}{space 2} .1984348{col 37}{space 1}    2.01{col 46}{space 3}0.047{col 54}{space 4} .0061487{col 67}{space 3} .7924191
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Linear regression                                      Number of obs ={res}     338
                                                       {txt}F( 32,   113) ={res}    2.17
                                                       {txt}Prob > F      = {res} 0.0015
                                                       {txt}R-squared     = {res} 0.1539
                                                       {txt}Root MSE      = {res} .12473

{txt}{ralign 78:(Std. Err. adjusted for {res:114} clusters in citystabbr)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}incumbentp~t{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
DIFFusmont~h {c |}{col 14}{res}{space 2} .0107089{col 26}{space 2} .0041055{col 37}{space 1}    2.61{col 46}{space 3}0.010{col 54}{space 4} .0025752{col 67}{space 3} .0188425
{txt}unemploymo~s {c |}{col 14}{res}{space 2} .0088417{col 26}{space 2} .0257524{col 37}{space 1}    0.34{col 46}{space 3}0.732{col 54}{space 4}-.0421785{col 67}{space 3} .0598619
{txt}CENSUS2000~c {c |}{col 14}{res}{space 2} .0066464{col 26}{space 2}  .002284{col 37}{space 1}    2.91{col 46}{space 3}0.004{col 54}{space 4} .0021214{col 67}{space 3} .0111714
{txt}logCENSUS2~p {c |}{col 14}{res}{space 2} .0074491{col 26}{space 2} .0099491{col 37}{space 1}    0.75{col 46}{space 3}0.456{col 54}{space 4}-.0122619{col 67}{space 3}   .02716
{txt}CEN~cpercent {c |}{col 14}{res}{space 2} .0861579{col 26}{space 2} .0516365{col 37}{space 1}    1.67{col 46}{space 3}0.098{col 54}{space 4}-.0161434{col 67}{space 3} .1884592
{txt}CEN~kpercent {c |}{col 14}{res}{space 2}-.0062703{col 26}{space 2} .0619555{col 37}{space 1}   -0.10{col 46}{space 3}0.920{col 54}{space 4}-.1290152{col 67}{space 3} .1164747
{txt}CENSUS2000~s {c |}{col 14}{res}{space 2}-.2846255{col 26}{space 2} .1751485{col 37}{space 1}   -1.63{col 46}{space 3}0.107{col 54}{space 4}-.6316262{col 67}{space 3} .0623752
{txt}CENSUS2000~e {c |}{col 14}{res}{space 2}-.0019001{col 26}{space 2} .0014247{col 37}{space 1}   -1.33{col 46}{space 3}0.185{col 54}{space 4}-.0047227{col 67}{space 3} .0009225
{txt}CENSUS1990~c {c |}{col 14}{res}{space 2}-.0054692{col 26}{space 2} .0025244{col 37}{space 1}   -2.17{col 46}{space 3}0.032{col 54}{space 4}-.0104704{col 67}{space 3} -.000468
{txt}mayorcounc~m {c |}{col 14}{res}{space 2} .0187075{col 26}{space 2} .0189051{col 37}{space 1}    0.99{col 46}{space 3}0.325{col 54}{space 4}-.0187469{col 67}{space 3} .0561618
{txt}{space 3}demvs1988 {c |}{col 14}{res}{space 2}-.0346588{col 26}{space 2} .0916386{col 37}{space 1}   -0.38{col 46}{space 3}0.706{col 54}{space 4}-.2162115{col 67}{space 3} .1468938
{txt}{space 12} {c |}
{space 8}year {c |}
{space 7}1991  {c |}{col 14}{res}{space 2}  .020876{col 26}{space 2} .0590529{col 37}{space 1}    0.35{col 46}{space 3}0.724{col 54}{space 4}-.0961185{col 67}{space 3} .1378704
{txt}{space 7}1992  {c |}{col 14}{res}{space 2}-.0367385{col 26}{space 2}  .061804{col 37}{space 1}   -0.59{col 46}{space 3}0.553{col 54}{space 4}-.1591834{col 67}{space 3} .0857063
{txt}{space 7}1993  {c |}{col 14}{res}{space 2}-.0178811{col 26}{space 2} .0554967{col 37}{space 1}   -0.32{col 46}{space 3}0.748{col 54}{space 4}-.1278301{col 67}{space 3} .0920678
{txt}{space 7}1994  {c |}{col 14}{res}{space 2} .0610018{col 26}{space 2} .0509647{col 37}{space 1}    1.20{col 46}{space 3}0.234{col 54}{space 4}-.0399685{col 67}{space 3} .1619721
{txt}{space 7}1995  {c |}{col 14}{res}{space 2}  .017622{col 26}{space 2} .0474532{col 37}{space 1}    0.37{col 46}{space 3}0.711{col 54}{space 4}-.0763914{col 67}{space 3} .1116354
{txt}{space 7}1996  {c |}{col 14}{res}{space 2}-.0238258{col 26}{space 2} .0490171{col 37}{space 1}   -0.49{col 46}{space 3}0.628{col 54}{space 4}-.1209376{col 67}{space 3}  .073286
{txt}{space 7}1997  {c |}{col 14}{res}{space 2} .0040578{col 26}{space 2} .0508569{col 37}{space 1}    0.08{col 46}{space 3}0.937{col 54}{space 4}-.0966988{col 67}{space 3} .1048144
{txt}{space 7}1998  {c |}{col 14}{res}{space 2} .0600476{col 26}{space 2} .0613582{col 37}{space 1}    0.98{col 46}{space 3}0.330{col 54}{space 4}-.0615141{col 67}{space 3} .1816093
{txt}{space 7}1999  {c |}{col 14}{res}{space 2} .0780011{col 26}{space 2} .0602251{col 37}{space 1}    1.30{col 46}{space 3}0.198{col 54}{space 4}-.0413157{col 67}{space 3}  .197318
{txt}{space 7}2000  {c |}{col 14}{res}{space 2} .0542143{col 26}{space 2} .0668126{col 37}{space 1}    0.81{col 46}{space 3}0.419{col 54}{space 4}-.0781536{col 67}{space 3} .1865822
{txt}{space 7}2001  {c |}{col 14}{res}{space 2} .0336062{col 26}{space 2} .0520993{col 37}{space 1}    0.65{col 46}{space 3}0.520{col 54}{space 4}-.0696119{col 67}{space 3} .1368243
{txt}{space 7}2002  {c |}{col 14}{res}{space 2}  .062182{col 26}{space 2}  .050978{col 37}{space 1}    1.22{col 46}{space 3}0.225{col 54}{space 4}-.0388147{col 67}{space 3} .1631786
{txt}{space 7}2003  {c |}{col 14}{res}{space 2} .0474051{col 26}{space 2} .0478193{col 37}{space 1}    0.99{col 46}{space 3}0.324{col 54}{space 4}-.0473336{col 67}{space 3} .1421438
{txt}{space 7}2004  {c |}{col 14}{res}{space 2} -.070171{col 26}{space 2}  .058626{col 37}{space 1}   -1.20{col 46}{space 3}0.234{col 54}{space 4}-.1863197{col 67}{space 3} .0459778
{txt}{space 7}2005  {c |}{col 14}{res}{space 2} .0457726{col 26}{space 2} .0539238{col 37}{space 1}    0.85{col 46}{space 3}0.398{col 54}{space 4}-.0610603{col 67}{space 3} .1526054
{txt}{space 7}2006  {c |}{col 14}{res}{space 2} .0392631{col 26}{space 2} .0645246{col 37}{space 1}    0.61{col 46}{space 3}0.544{col 54}{space 4}-.0885718{col 67}{space 3}  .167098
{txt}{space 7}2007  {c |}{col 14}{res}{space 2} .0643102{col 26}{space 2} .0553056{col 37}{space 1}    1.16{col 46}{space 3}0.247{col 54}{space 4}-.0452602{col 67}{space 3} .1738806
{txt}{space 7}2008  {c |}{col 14}{res}{space 2}-.0286638{col 26}{space 2} .0554525{col 37}{space 1}   -0.52{col 46}{space 3}0.606{col 54}{space 4}-.1385253{col 67}{space 3} .0811977
{txt}{space 7}2009  {c |}{col 14}{res}{space 2}-.0503526{col 26}{space 2} .1078636{col 37}{space 1}   -0.47{col 46}{space 3}0.642{col 54}{space 4}-.2640499{col 67}{space 3} .1633446
{txt}{space 7}2010  {c |}{col 14}{res}{space 2} .0509802{col 26}{space 2} .1190602{col 37}{space 1}    0.43{col 46}{space 3}0.669{col 54}{space 4}-.1848995{col 67}{space 3} .2868599
{txt}{space 7}2011  {c |}{col 14}{res}{space 2}-.0823967{col 26}{space 2} .1197264{col 37}{space 1}   -0.69{col 46}{space 3}0.493{col 54}{space 4}-.3195964{col 67}{space 3}  .154803
{txt}{space 12} {c |}
{space 7}_cons {c |}{col 14}{res}{space 2} .3795769{col 26}{space 2} .1892828{col 37}{space 1}    2.01{col 46}{space 3}0.047{col 54}{space 4} .0045736{col 67}{space 3} .7545801
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Linear regression                                      Number of obs ={res}     337
                                                       {txt}F( 32,   113) ={res}    2.23
                                                       {txt}Prob > F      = {res} 0.0011
                                                       {txt}R-squared     = {res} 0.1584
                                                       {txt}Root MSE      = {res} .12449

{txt}{ralign 78:(Std. Err. adjusted for {res:114} clusters in citystabbr)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}incumbentp~t{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
DIFFusmont~h {c |}{col 14}{res}{space 2} .0102287{col 26}{space 2} .0040823{col 37}{space 1}    2.51{col 46}{space 3}0.014{col 54}{space 4}  .002141{col 67}{space 3} .0183164
{txt}unemploymo~s {c |}{col 14}{res}{space 2} .0038897{col 26}{space 2} .0258736{col 37}{space 1}    0.15{col 46}{space 3}0.881{col 54}{space 4}-.0473705{col 67}{space 3} .0551499
{txt}CENSUS2000~c {c |}{col 14}{res}{space 2} .0070086{col 26}{space 2}  .002253{col 37}{space 1}    3.11{col 46}{space 3}0.002{col 54}{space 4} .0025449{col 67}{space 3} .0114722
{txt}logCENSUS2~p {c |}{col 14}{res}{space 2} .0086624{col 26}{space 2} .0100397{col 37}{space 1}    0.86{col 46}{space 3}0.390{col 54}{space 4} -.011228{col 67}{space 3} .0285529
{txt}CEN~cpercent {c |}{col 14}{res}{space 2} .0819116{col 26}{space 2} .0518517{col 37}{space 1}    1.58{col 46}{space 3}0.117{col 54}{space 4} -.020816{col 67}{space 3} .1846392
{txt}CEN~kpercent {c |}{col 14}{res}{space 2}-.0129183{col 26}{space 2}  .061439{col 37}{space 1}   -0.21{col 46}{space 3}0.834{col 54}{space 4}-.1346401{col 67}{space 3} .1088035
{txt}CENSUS2000~s {c |}{col 14}{res}{space 2}-.2875549{col 26}{space 2} .1721636{col 37}{space 1}   -1.67{col 46}{space 3}0.098{col 54}{space 4} -.628642{col 67}{space 3} .0535323
{txt}CENSUS2000~e {c |}{col 14}{res}{space 2}-.0021421{col 26}{space 2} .0013975{col 37}{space 1}   -1.53{col 46}{space 3}0.128{col 54}{space 4}-.0049109{col 67}{space 3} .0006267
{txt}CENSUS1990~c {c |}{col 14}{res}{space 2}-.0059164{col 26}{space 2} .0025246{col 37}{space 1}   -2.34{col 46}{space 3}0.021{col 54}{space 4}-.0109182{col 67}{space 3}-.0009147
{txt}mayorcounc~m {c |}{col 14}{res}{space 2} .0175671{col 26}{space 2} .0191803{col 37}{space 1}    0.92{col 46}{space 3}0.362{col 54}{space 4}-.0204326{col 67}{space 3} .0555667
{txt}{space 3}demvs1988 {c |}{col 14}{res}{space 2}-.0393118{col 26}{space 2} .0932522{col 37}{space 1}   -0.42{col 46}{space 3}0.674{col 54}{space 4}-.2240612{col 67}{space 3} .1454377
{txt}{space 12} {c |}
{space 8}year {c |}
{space 7}1991  {c |}{col 14}{res}{space 2} .0319663{col 26}{space 2}  .059574{col 37}{space 1}    0.54{col 46}{space 3}0.593{col 54}{space 4}-.0860606{col 67}{space 3} .1499931
{txt}{space 7}1992  {c |}{col 14}{res}{space 2}-.0292393{col 26}{space 2} .0616759{col 37}{space 1}   -0.47{col 46}{space 3}0.636{col 54}{space 4}-.1514304{col 67}{space 3} .0929519
{txt}{space 7}1993  {c |}{col 14}{res}{space 2}-.0164566{col 26}{space 2} .0556317{col 37}{space 1}   -0.30{col 46}{space 3}0.768{col 54}{space 4} -.126673{col 67}{space 3} .0937599
{txt}{space 7}1994  {c |}{col 14}{res}{space 2} .0609722{col 26}{space 2} .0506811{col 37}{space 1}    1.20{col 46}{space 3}0.231{col 54}{space 4}-.0394362{col 67}{space 3} .1613807
{txt}{space 7}1995  {c |}{col 14}{res}{space 2}  .008228{col 26}{space 2} .0463699{col 37}{space 1}    0.18{col 46}{space 3}0.859{col 54}{space 4} -.083639{col 67}{space 3} .1000951
{txt}{space 7}1996  {c |}{col 14}{res}{space 2}-.0272219{col 26}{space 2} .0483461{col 37}{space 1}   -0.56{col 46}{space 3}0.575{col 54}{space 4}-.1230042{col 67}{space 3} .0685605
{txt}{space 7}1997  {c |}{col 14}{res}{space 2}-.0005676{col 26}{space 2} .0494702{col 37}{space 1}   -0.01{col 46}{space 3}0.991{col 54}{space 4} -.098577{col 67}{space 3} .0974418
{txt}{space 7}1998  {c |}{col 14}{res}{space 2} .0522466{col 26}{space 2} .0610898{col 37}{space 1}    0.86{col 46}{space 3}0.394{col 54}{space 4}-.0687833{col 67}{space 3} .1732764
{txt}{space 7}1999  {c |}{col 14}{res}{space 2} .0772014{col 26}{space 2} .0605041{col 37}{space 1}    1.28{col 46}{space 3}0.205{col 54}{space 4}-.0426682{col 67}{space 3}  .197071
{txt}{space 7}2000  {c |}{col 14}{res}{space 2} .0441284{col 26}{space 2} .0664419{col 37}{space 1}    0.66{col 46}{space 3}0.508{col 54}{space 4} -.087505{col 67}{space 3} .1757618
{txt}{space 7}2001  {c |}{col 14}{res}{space 2}  .027552{col 26}{space 2} .0516252{col 37}{space 1}    0.53{col 46}{space 3}0.595{col 54}{space 4}-.0747267{col 67}{space 3} .1298308
{txt}{space 7}2002  {c |}{col 14}{res}{space 2}  .060165{col 26}{space 2} .0504662{col 37}{space 1}    1.19{col 46}{space 3}0.236{col 54}{space 4}-.0398176{col 67}{space 3} .1601476
{txt}{space 7}2003  {c |}{col 14}{res}{space 2} .0435524{col 26}{space 2} .0473727{col 37}{space 1}    0.92{col 46}{space 3}0.360{col 54}{space 4}-.0503015{col 67}{space 3} .1374063
{txt}{space 7}2004  {c |}{col 14}{res}{space 2}  -.07406{col 26}{space 2} .0581676{col 37}{space 1}   -1.27{col 46}{space 3}0.206{col 54}{space 4}-.1893005{col 67}{space 3} .0411806
{txt}{space 7}2005  {c |}{col 14}{res}{space 2} .0308592{col 26}{space 2} .0531408{col 37}{space 1}    0.58{col 46}{space 3}0.563{col 54}{space 4}-.0744224{col 67}{space 3} .1361407
{txt}{space 7}2006  {c |}{col 14}{res}{space 2} .0308039{col 26}{space 2} .0639713{col 37}{space 1}    0.48{col 46}{space 3}0.631{col 54}{space 4}-.0959347{col 67}{space 3} .1575426
{txt}{space 7}2007  {c |}{col 14}{res}{space 2} .0583257{col 26}{space 2} .0554158{col 37}{space 1}    1.05{col 46}{space 3}0.295{col 54}{space 4}-.0514629{col 67}{space 3} .1681144
{txt}{space 7}2008  {c |}{col 14}{res}{space 2}-.0303312{col 26}{space 2} .0550456{col 37}{space 1}   -0.55{col 46}{space 3}0.583{col 54}{space 4}-.1393865{col 67}{space 3}  .078724
{txt}{space 7}2009  {c |}{col 14}{res}{space 2}-.0216148{col 26}{space 2} .1102816{col 37}{space 1}   -0.20{col 46}{space 3}0.845{col 54}{space 4}-.2401025{col 67}{space 3}  .196873
{txt}{space 7}2010  {c |}{col 14}{res}{space 2} .0669066{col 26}{space 2} .1196967{col 37}{space 1}    0.56{col 46}{space 3}0.577{col 54}{space 4}-.1702342{col 67}{space 3} .3040473
{txt}{space 7}2011  {c |}{col 14}{res}{space 2}-.0737937{col 26}{space 2} .1191234{col 37}{space 1}   -0.62{col 46}{space 3}0.537{col 54}{space 4}-.3097985{col 67}{space 3} .1622112
{txt}{space 12} {c |}
{space 7}_cons {c |}{col 14}{res}{space 2} .4022774{col 26}{space 2} .1901762{col 37}{space 1}    2.12{col 46}{space 3}0.037{col 54}{space 4} .0255041{col 67}{space 3} .7790507
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Linear regression                                      Number of obs ={res}     338
                                                       {txt}F( 32,   113) ={res}    1.98
                                                       {txt}Prob > F      = {res} 0.0047
                                                       {txt}R-squared     = {res} 0.1496
                                                       {txt}Root MSE      = {res} .12537

{txt}{ralign 78:(Std. Err. adjusted for {res:114} clusters in citystabbr)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}incumbentp~t{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
DIFFusmont~h {c |}{col 14}{res}{space 2} .0111468{col 26}{space 2} .0040852{col 37}{space 1}    2.73{col 46}{space 3}0.007{col 54}{space 4} .0030534{col 67}{space 3} .0192402
{txt}unemploymo~s {c |}{col 14}{res}{space 2} .0078353{col 26}{space 2} .0258722{col 37}{space 1}    0.30{col 46}{space 3}0.763{col 54}{space 4}-.0434221{col 67}{space 3} .0590927
{txt}CENSUS2000~c {c |}{col 14}{res}{space 2} .0067419{col 26}{space 2} .0023069{col 37}{space 1}    2.92{col 46}{space 3}0.004{col 54}{space 4} .0021715{col 67}{space 3} .0113124
{txt}logCENSUS2~p {c |}{col 14}{res}{space 2} .0078777{col 26}{space 2} .0101783{col 37}{space 1}    0.77{col 46}{space 3}0.441{col 54}{space 4}-.0122874{col 67}{space 3} .0280427
{txt}CEN~cpercent {c |}{col 14}{res}{space 2} .0877336{col 26}{space 2} .0518336{col 37}{space 1}    1.69{col 46}{space 3}0.093{col 54}{space 4}-.0149582{col 67}{space 3} .1904254
{txt}CEN~kpercent {c |}{col 14}{res}{space 2}-.0010151{col 26}{space 2}  .061823{col 37}{space 1}   -0.02{col 46}{space 3}0.987{col 54}{space 4}-.1234977{col 67}{space 3} .1214674
{txt}CENSUS2000~s {c |}{col 14}{res}{space 2}-.3053373{col 26}{space 2} .1734833{col 37}{space 1}   -1.76{col 46}{space 3}0.081{col 54}{space 4} -.649039{col 67}{space 3} .0383643
{txt}CENSUS2000~e {c |}{col 14}{res}{space 2}-.0018564{col 26}{space 2} .0014356{col 37}{space 1}   -1.29{col 46}{space 3}0.199{col 54}{space 4}-.0047006{col 67}{space 3} .0009877
{txt}CENSUS1990~c {c |}{col 14}{res}{space 2}-.0055924{col 26}{space 2} .0025357{col 37}{space 1}   -2.21{col 46}{space 3}0.029{col 54}{space 4}-.0106161{col 67}{space 3}-.0005687
{txt}mayorcounc~m {c |}{col 14}{res}{space 2} .0187263{col 26}{space 2} .0190579{col 37}{space 1}    0.98{col 46}{space 3}0.328{col 54}{space 4}-.0190307{col 67}{space 3} .0564834
{txt}{space 3}demvs1988 {c |}{col 14}{res}{space 2}-.0268243{col 26}{space 2} .0944599{col 37}{space 1}   -0.28{col 46}{space 3}0.777{col 54}{space 4}-.2139664{col 67}{space 3} .1603178
{txt}{space 12} {c |}
{space 8}year {c |}
{space 7}1991  {c |}{col 14}{res}{space 2} .0294577{col 26}{space 2} .0595861{col 37}{space 1}    0.49{col 46}{space 3}0.622{col 54}{space 4} -.088593{col 67}{space 3} .1475085
{txt}{space 7}1992  {c |}{col 14}{res}{space 2}-.0347506{col 26}{space 2} .0617071{col 37}{space 1}   -0.56{col 46}{space 3}0.574{col 54}{space 4}-.1570035{col 67}{space 3} .0875023
{txt}{space 7}1993  {c |}{col 14}{res}{space 2}-.0169454{col 26}{space 2} .0555147{col 37}{space 1}   -0.31{col 46}{space 3}0.761{col 54}{space 4}  -.12693{col 67}{space 3} .0930391
{txt}{space 7}1994  {c |}{col 14}{res}{space 2} .0619905{col 26}{space 2} .0508691{col 37}{space 1}    1.22{col 46}{space 3}0.226{col 54}{space 4}-.0387904{col 67}{space 3} .1627714
{txt}{space 7}1995  {c |}{col 14}{res}{space 2} .0149125{col 26}{space 2} .0476006{col 37}{space 1}    0.31{col 46}{space 3}0.755{col 54}{space 4}-.0793929{col 67}{space 3}  .109218
{txt}{space 7}1996  {c |}{col 14}{res}{space 2}-.0239427{col 26}{space 2}  .048749{col 37}{space 1}   -0.49{col 46}{space 3}0.624{col 54}{space 4}-.1205233{col 67}{space 3} .0726379
{txt}{space 7}1997  {c |}{col 14}{res}{space 2} .0071402{col 26}{space 2} .0502281{col 37}{space 1}    0.14{col 46}{space 3}0.887{col 54}{space 4}-.0923707{col 67}{space 3} .1066511
{txt}{space 7}1998  {c |}{col 14}{res}{space 2} .0584428{col 26}{space 2} .0614957{col 37}{space 1}    0.95{col 46}{space 3}0.344{col 54}{space 4}-.0633913{col 67}{space 3} .1802768
{txt}{space 7}1999  {c |}{col 14}{res}{space 2} .0766191{col 26}{space 2} .0602699{col 37}{space 1}    1.27{col 46}{space 3}0.206{col 54}{space 4}-.0427864{col 67}{space 3} .1960247
{txt}{space 7}2000  {c |}{col 14}{res}{space 2} .0528019{col 26}{space 2} .0667418{col 37}{space 1}    0.79{col 46}{space 3}0.431{col 54}{space 4}-.0794256{col 67}{space 3} .1850294
{txt}{space 7}2001  {c |}{col 14}{res}{space 2} .0334221{col 26}{space 2} .0519201{col 37}{space 1}    0.64{col 46}{space 3}0.521{col 54}{space 4} -.069441{col 67}{space 3} .1362853
{txt}{space 7}2002  {c |}{col 14}{res}{space 2} .0625695{col 26}{space 2} .0508298{col 37}{space 1}    1.23{col 46}{space 3}0.221{col 54}{space 4}-.0381335{col 67}{space 3} .1632726
{txt}{space 7}2003  {c |}{col 14}{res}{space 2}  .047756{col 26}{space 2} .0475149{col 37}{space 1}    1.01{col 46}{space 3}0.317{col 54}{space 4}-.0463795{col 67}{space 3} .1418915
{txt}{space 7}2004  {c |}{col 14}{res}{space 2}-.0696205{col 26}{space 2} .0584868{col 37}{space 1}   -1.19{col 46}{space 3}0.236{col 54}{space 4}-.1854935{col 67}{space 3} .0462524
{txt}{space 7}2005  {c |}{col 14}{res}{space 2} .0377083{col 26}{space 2} .0536277{col 37}{space 1}    0.70{col 46}{space 3}0.483{col 54}{space 4}-.0685379{col 67}{space 3} .1439545
{txt}{space 7}2006  {c |}{col 14}{res}{space 2} .0389608{col 26}{space 2} .0643369{col 37}{space 1}    0.61{col 46}{space 3}0.546{col 54}{space 4}-.0885022{col 67}{space 3} .1664237
{txt}{space 7}2007  {c |}{col 14}{res}{space 2} .0602966{col 26}{space 2} .0558066{col 37}{space 1}    1.08{col 46}{space 3}0.282{col 54}{space 4}-.0502664{col 67}{space 3} .1708596
{txt}{space 7}2008  {c |}{col 14}{res}{space 2} -.026792{col 26}{space 2} .0551931{col 37}{space 1}   -0.49{col 46}{space 3}0.628{col 54}{space 4}-.1361396{col 67}{space 3} .0825555
{txt}{space 7}2009  {c |}{col 14}{res}{space 2}-.0312942{col 26}{space 2} .1095539{col 37}{space 1}   -0.29{col 46}{space 3}0.776{col 54}{space 4}-.2483402{col 67}{space 3} .1857519
{txt}{space 7}2010  {c |}{col 14}{res}{space 2} .0554727{col 26}{space 2} .1193892{col 37}{space 1}    0.46{col 46}{space 3}0.643{col 54}{space 4}-.1810588{col 67}{space 3} .2920042
{txt}{space 7}2011  {c |}{col 14}{res}{space 2}-.0780863{col 26}{space 2} .1192632{col 37}{space 1}   -0.65{col 46}{space 3}0.514{col 54}{space 4}-.3143682{col 67}{space 3} .1581956
{txt}{space 12} {c |}
{space 7}_cons {c |}{col 14}{res}{space 2} .3775702{col 26}{space 2} .1912668{col 37}{space 1}    1.97{col 46}{space 3}0.051{col 54}{space 4}-.0013639{col 67}{space 3} .7565042
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Linear regression                                      Number of obs ={res}     337
                                                       {txt}F( 32,   113) ={res}    2.01
                                                       {txt}Prob > F      = {res} 0.0040
                                                       {txt}R-squared     = {res} 0.1491
                                                       {txt}Root MSE      = {res}  .1256

{txt}{ralign 78:(Std. Err. adjusted for {res:114} clusters in citystabbr)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}incumbentp~t{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
DIFFusmont~h {c |}{col 14}{res}{space 2} .0108024{col 26}{space 2} .0041112{col 37}{space 1}    2.63{col 46}{space 3}0.010{col 54}{space 4} .0026573{col 67}{space 3} .0189475
{txt}unemploymo~s {c |}{col 14}{res}{space 2} .0129379{col 26}{space 2} .0260737{col 37}{space 1}    0.50{col 46}{space 3}0.621{col 54}{space 4}-.0387189{col 67}{space 3} .0645947
{txt}CENSUS2000~c {c |}{col 14}{res}{space 2} .0067222{col 26}{space 2} .0022977{col 37}{space 1}    2.93{col 46}{space 3}0.004{col 54}{space 4}   .00217{col 67}{space 3} .0112744
{txt}logCENSUS2~p {c |}{col 14}{res}{space 2} .0075343{col 26}{space 2} .0100209{col 37}{space 1}    0.75{col 46}{space 3}0.454{col 54}{space 4}-.0123188{col 67}{space 3} .0273874
{txt}CEN~cpercent {c |}{col 14}{res}{space 2} .0863845{col 26}{space 2} .0525477{col 37}{space 1}    1.64{col 46}{space 3}0.103{col 54}{space 4} -.017722{col 67}{space 3} .1904909
{txt}CEN~kpercent {c |}{col 14}{res}{space 2}-.0001585{col 26}{space 2} .0619108{col 37}{space 1}   -0.00{col 46}{space 3}0.998{col 54}{space 4} -.122815{col 67}{space 3}  .122498
{txt}CENSUS2000~s {c |}{col 14}{res}{space 2}-.2979671{col 26}{space 2} .1736541{col 37}{space 1}   -1.72{col 46}{space 3}0.089{col 54}{space 4}-.6420072{col 67}{space 3}  .046073
{txt}CENSUS2000~e {c |}{col 14}{res}{space 2}-.0018337{col 26}{space 2} .0014473{col 37}{space 1}   -1.27{col 46}{space 3}0.208{col 54}{space 4} -.004701{col 67}{space 3} .0010336
{txt}CENSUS1990~c {c |}{col 14}{res}{space 2}-.0055703{col 26}{space 2}  .002545{col 37}{space 1}   -2.19{col 46}{space 3}0.031{col 54}{space 4}-.0106124{col 67}{space 3}-.0005282
{txt}mayorcounc~m {c |}{col 14}{res}{space 2} .0191385{col 26}{space 2} .0191767{col 37}{space 1}    1.00{col 46}{space 3}0.320{col 54}{space 4}-.0188541{col 67}{space 3}  .057131
{txt}{space 3}demvs1988 {c |}{col 14}{res}{space 2}-.0308412{col 26}{space 2}  .092625{col 37}{space 1}   -0.33{col 46}{space 3}0.740{col 54}{space 4} -.214348{col 67}{space 3} .1526655
{txt}{space 12} {c |}
{space 8}year {c |}
{space 7}1991  {c |}{col 14}{res}{space 2} .0167161{col 26}{space 2} .0595843{col 37}{space 1}    0.28{col 46}{space 3}0.780{col 54}{space 4}-.1013313{col 67}{space 3} .1347634
{txt}{space 7}1992  {c |}{col 14}{res}{space 2} -.043078{col 26}{space 2} .0622392{col 37}{space 1}   -0.69{col 46}{space 3}0.490{col 54}{space 4}-.1663852{col 67}{space 3} .0802292
{txt}{space 7}1993  {c |}{col 14}{res}{space 2}-.0224713{col 26}{space 2} .0560594{col 37}{space 1}   -0.40{col 46}{space 3}0.689{col 54}{space 4}-.1335352{col 67}{space 3} .0885925
{txt}{space 7}1994  {c |}{col 14}{res}{space 2} .0600964{col 26}{space 2} .0509934{col 37}{space 1}    1.18{col 46}{space 3}0.241{col 54}{space 4}-.0409308{col 67}{space 3} .1611236
{txt}{space 7}1995  {c |}{col 14}{res}{space 2} .0216469{col 26}{space 2} .0477429{col 37}{space 1}    0.45{col 46}{space 3}0.651{col 54}{space 4}-.0729404{col 67}{space 3} .1162342
{txt}{space 7}1996  {c |}{col 14}{res}{space 2}-.0221523{col 26}{space 2} .0490975{col 37}{space 1}   -0.45{col 46}{space 3}0.653{col 54}{space 4}-.1194233{col 67}{space 3} .0751187
{txt}{space 7}1997  {c |}{col 14}{res}{space 2} .0128068{col 26}{space 2} .0504793{col 37}{space 1}    0.25{col 46}{space 3}0.800{col 54}{space 4}-.0872018{col 67}{space 3} .1128154
{txt}{space 7}1998  {c |}{col 14}{res}{space 2} .0654758{col 26}{space 2} .0618203{col 37}{space 1}    1.06{col 46}{space 3}0.292{col 54}{space 4}-.0570013{col 67}{space 3} .1879529
{txt}{space 7}1999  {c |}{col 14}{res}{space 2} .0851664{col 26}{space 2}  .060485{col 37}{space 1}    1.41{col 46}{space 3}0.162{col 54}{space 4}-.0346653{col 67}{space 3} .2049981
{txt}{space 7}2000  {c |}{col 14}{res}{space 2} .0623407{col 26}{space 2} .0669502{col 37}{space 1}    0.93{col 46}{space 3}0.354{col 54}{space 4}-.0702998{col 67}{space 3} .1949812
{txt}{space 7}2001  {c |}{col 14}{res}{space 2} .0306853{col 26}{space 2} .0523206{col 37}{space 1}    0.59{col 46}{space 3}0.559{col 54}{space 4}-.0729713{col 67}{space 3} .1343419
{txt}{space 7}2002  {c |}{col 14}{res}{space 2} .0620309{col 26}{space 2} .0512743{col 37}{space 1}    1.21{col 46}{space 3}0.229{col 54}{space 4}-.0395527{col 67}{space 3} .1636145
{txt}{space 7}2003  {c |}{col 14}{res}{space 2} .0500538{col 26}{space 2} .0484134{col 37}{space 1}    1.03{col 46}{space 3}0.303{col 54}{space 4}-.0458618{col 67}{space 3} .1459694
{txt}{space 7}2004  {c |}{col 14}{res}{space 2}-.0685533{col 26}{space 2} .0587293{col 37}{space 1}   -1.17{col 46}{space 3}0.246{col 54}{space 4}-.1849068{col 67}{space 3} .0478001
{txt}{space 7}2005  {c |}{col 14}{res}{space 2} .0419056{col 26}{space 2} .0538455{col 37}{space 1}    0.78{col 46}{space 3}0.438{col 54}{space 4}-.0647721{col 67}{space 3} .1485832
{txt}{space 7}2006  {c |}{col 14}{res}{space 2}  .045346{col 26}{space 2} .0648485{col 37}{space 1}    0.70{col 46}{space 3}0.486{col 54}{space 4}-.0831306{col 67}{space 3} .1738225
{txt}{space 7}2007  {c |}{col 14}{res}{space 2}  .069747{col 26}{space 2} .0556012{col 37}{space 1}    1.25{col 46}{space 3}0.212{col 54}{space 4}-.0404089{col 67}{space 3}  .179903
{txt}{space 7}2008  {c |}{col 14}{res}{space 2} -.029021{col 26}{space 2} .0552671{col 37}{space 1}   -0.53{col 46}{space 3}0.601{col 54}{space 4}-.1385151{col 67}{space 3} .0804732
{txt}{space 7}2009  {c |}{col 14}{res}{space 2}-.0507316{col 26}{space 2} .1101155{col 37}{space 1}   -0.46{col 46}{space 3}0.646{col 54}{space 4}-.2688903{col 67}{space 3}  .167427
{txt}{space 7}2010  {c |}{col 14}{res}{space 2} .0351101{col 26}{space 2} .1203623{col 37}{space 1}    0.29{col 46}{space 3}0.771{col 54}{space 4}-.2033492{col 67}{space 3} .2735695
{txt}{space 7}2011  {c |}{col 14}{res}{space 2}-.0926559{col 26}{space 2} .1197363{col 37}{space 1}   -0.77{col 46}{space 3}0.441{col 54}{space 4}-.3298752{col 67}{space 3} .1445634
{txt}{space 12} {c |}
{space 7}_cons {c |}{col 14}{res}{space 2} .3525671{col 26}{space 2} .1916468{col 37}{space 1}    1.84{col 46}{space 3}0.068{col 54}{space 4}-.0271197{col 67}{space 3} .7322539
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Linear regression                                      Number of obs ={res}     339
                                                       {txt}F( 32,   113) ={res}    1.96
                                                       {txt}Prob > F      = {res} 0.0052
                                                       {txt}R-squared     = {res} 0.1471
                                                       {txt}Root MSE      = {res} .12524

{txt}{ralign 78:(Std. Err. adjusted for {res:114} clusters in citystabbr)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}incumbentp~t{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
DIFFusmont~h {c |}{col 14}{res}{space 2} .0109003{col 26}{space 2} .0041221{col 37}{space 1}    2.64{col 46}{space 3}0.009{col 54}{space 4} .0027337{col 67}{space 3} .0190668
{txt}unemploymo~s {c |}{col 14}{res}{space 2} .0069178{col 26}{space 2} .0260278{col 37}{space 1}    0.27{col 46}{space 3}0.791{col 54}{space 4}-.0446479{col 67}{space 3} .0584835
{txt}CENSUS2000~c {c |}{col 14}{res}{space 2} .0067837{col 26}{space 2} .0023145{col 37}{space 1}    2.93{col 46}{space 3}0.004{col 54}{space 4} .0021983{col 67}{space 3} .0113691
{txt}logCENSUS2~p {c |}{col 14}{res}{space 2} .0070187{col 26}{space 2} .0101696{col 37}{space 1}    0.69{col 46}{space 3}0.492{col 54}{space 4} -.013129{col 67}{space 3} .0271665
{txt}CEN~cpercent {c |}{col 14}{res}{space 2} .0828215{col 26}{space 2} .0514894{col 37}{space 1}    1.61{col 46}{space 3}0.111{col 54}{space 4}-.0191883{col 67}{space 3} .1848313
{txt}CEN~kpercent {c |}{col 14}{res}{space 2}-.0043954{col 26}{space 2} .0620359{col 37}{space 1}   -0.07{col 46}{space 3}0.944{col 54}{space 4}-.1272996{col 67}{space 3} .1185089
{txt}CENSUS2000~s {c |}{col 14}{res}{space 2}-.3106146{col 26}{space 2} .1761216{col 37}{space 1}   -1.76{col 46}{space 3}0.080{col 54}{space 4}-.6595432{col 67}{space 3}  .038314
{txt}CENSUS2000~e {c |}{col 14}{res}{space 2}-.0018598{col 26}{space 2} .0014255{col 37}{space 1}   -1.30{col 46}{space 3}0.195{col 54}{space 4} -.004684{col 67}{space 3} .0009644
{txt}CENSUS1990~c {c |}{col 14}{res}{space 2}-.0055676{col 26}{space 2} .0025386{col 37}{space 1}   -2.19{col 46}{space 3}0.030{col 54}{space 4} -.010597{col 67}{space 3}-.0005382
{txt}mayorcounc~m {c |}{col 14}{res}{space 2} .0199427{col 26}{space 2}  .019138{col 37}{space 1}    1.04{col 46}{space 3}0.300{col 54}{space 4}-.0179731{col 67}{space 3} .0578585
{txt}{space 3}demvs1988 {c |}{col 14}{res}{space 2}-.0232209{col 26}{space 2} .0936798{col 37}{space 1}   -0.25{col 46}{space 3}0.805{col 54}{space 4}-.2088175{col 67}{space 3} .1623757
{txt}{space 12} {c |}
{space 8}year {c |}
{space 7}1991  {c |}{col 14}{res}{space 2} .0230643{col 26}{space 2} .0591918{col 37}{space 1}    0.39{col 46}{space 3}0.698{col 54}{space 4}-.0942053{col 67}{space 3} .1403339
{txt}{space 7}1992  {c |}{col 14}{res}{space 2}-.0332518{col 26}{space 2} .0617729{col 37}{space 1}   -0.54{col 46}{space 3}0.591{col 54}{space 4}-.1556351{col 67}{space 3} .0891315
{txt}{space 7}1993  {c |}{col 14}{res}{space 2}-.0155033{col 26}{space 2} .0556133{col 37}{space 1}   -0.28{col 46}{space 3}0.781{col 54}{space 4}-.1256833{col 67}{space 3} .0946767
{txt}{space 7}1994  {c |}{col 14}{res}{space 2} .0615202{col 26}{space 2} .0510174{col 37}{space 1}    1.21{col 46}{space 3}0.230{col 54}{space 4}-.0395544{col 67}{space 3} .1625948
{txt}{space 7}1995  {c |}{col 14}{res}{space 2} .0172734{col 26}{space 2} .0470732{col 37}{space 1}    0.37{col 46}{space 3}0.714{col 54}{space 4}-.0759872{col 67}{space 3} .1105339
{txt}{space 7}1996  {c |}{col 14}{res}{space 2}-.0250217{col 26}{space 2} .0487423{col 37}{space 1}   -0.51{col 46}{space 3}0.609{col 54}{space 4} -.121589{col 67}{space 3} .0715457
{txt}{space 7}1997  {c |}{col 14}{res}{space 2} .0062393{col 26}{space 2} .0500097{col 37}{space 1}    0.12{col 46}{space 3}0.901{col 54}{space 4} -.092839{col 67}{space 3} .1053175
{txt}{space 7}1998  {c |}{col 14}{res}{space 2} .0572977{col 26}{space 2} .0614959{col 37}{space 1}    0.93{col 46}{space 3}0.353{col 54}{space 4}-.0645367{col 67}{space 3} .1791321
{txt}{space 7}1999  {c |}{col 14}{res}{space 2} .0693328{col 26}{space 2} .0603686{col 37}{space 1}    1.15{col 46}{space 3}0.253{col 54}{space 4}-.0502683{col 67}{space 3} .1889338
{txt}{space 7}2000  {c |}{col 14}{res}{space 2}  .050528{col 26}{space 2} .0669211{col 37}{space 1}    0.76{col 46}{space 3}0.452{col 54}{space 4}-.0820547{col 67}{space 3} .1831108
{txt}{space 7}2001  {c |}{col 14}{res}{space 2} .0328836{col 26}{space 2} .0517716{col 37}{space 1}    0.64{col 46}{space 3}0.527{col 54}{space 4}-.0696853{col 67}{space 3} .1354526
{txt}{space 7}2002  {c |}{col 14}{res}{space 2} .0620916{col 26}{space 2} .0508373{col 37}{space 1}    1.22{col 46}{space 3}0.224{col 54}{space 4}-.0386263{col 67}{space 3} .1628095
{txt}{space 7}2003  {c |}{col 14}{res}{space 2} .0487927{col 26}{space 2} .0480891{col 37}{space 1}    1.01{col 46}{space 3}0.312{col 54}{space 4}-.0464805{col 67}{space 3} .1440659
{txt}{space 7}2004  {c |}{col 14}{res}{space 2}-.0701028{col 26}{space 2}  .058339{col 37}{space 1}   -1.20{col 46}{space 3}0.232{col 54}{space 4}-.1856828{col 67}{space 3} .0454772
{txt}{space 7}2005  {c |}{col 14}{res}{space 2} .0368397{col 26}{space 2} .0534551{col 37}{space 1}    0.69{col 46}{space 3}0.492{col 54}{space 4}-.0690645{col 67}{space 3} .1427439
{txt}{space 7}2006  {c |}{col 14}{res}{space 2} .0375934{col 26}{space 2} .0643364{col 37}{space 1}    0.58{col 46}{space 3}0.560{col 54}{space 4}-.0898686{col 67}{space 3} .1650554
{txt}{space 7}2007  {c |}{col 14}{res}{space 2}  .062345{col 26}{space 2} .0551365{col 37}{space 1}    1.13{col 46}{space 3}0.261{col 54}{space 4}-.0468904{col 67}{space 3} .1715803
{txt}{space 7}2008  {c |}{col 14}{res}{space 2} -.026422{col 26}{space 2} .0553567{col 37}{space 1}   -0.48{col 46}{space 3}0.634{col 54}{space 4}-.1360936{col 67}{space 3} .0832496
{txt}{space 7}2009  {c |}{col 14}{res}{space 2}-.0284145{col 26}{space 2} .1100797{col 37}{space 1}   -0.26{col 46}{space 3}0.797{col 54}{space 4}-.2465022{col 67}{space 3} .1896732
{txt}{space 7}2010  {c |}{col 14}{res}{space 2} .0585636{col 26}{space 2} .1198499{col 37}{space 1}    0.49{col 46}{space 3}0.626{col 54}{space 4}-.1788805{col 67}{space 3} .2960078
{txt}{space 7}2011  {c |}{col 14}{res}{space 2}-.0757667{col 26}{space 2} .1196317{col 37}{space 1}   -0.63{col 46}{space 3}0.528{col 54}{space 4}-.3127787{col 67}{space 3} .1612453
{txt}{space 12} {c |}
{space 7}_cons {c |}{col 14}{res}{space 2} .3918259{col 26}{space 2} .1927214{col 37}{space 1}    2.03{col 46}{space 3}0.044{col 54}{space 4} .0100101{col 67}{space 3} .7736418
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Linear regression                                      Number of obs ={res}     336
                                                       {txt}F( 32,   113) ={res}    1.94
                                                       {txt}Prob > F      = {res} 0.0060
                                                       {txt}R-squared     = {res} 0.1444
                                                       {txt}Root MSE      = {res} .12602

{txt}{ralign 78:(Std. Err. adjusted for {res:114} clusters in citystabbr)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}incumbentp~t{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
DIFFusmont~h {c |}{col 14}{res}{space 2} .0108665{col 26}{space 2} .0041308{col 37}{space 1}    2.63{col 46}{space 3}0.010{col 54}{space 4} .0026826{col 67}{space 3} .0190504
{txt}unemploymo~s {c |}{col 14}{res}{space 2} .0089532{col 26}{space 2} .0262287{col 37}{space 1}    0.34{col 46}{space 3}0.733{col 54}{space 4}-.0430106{col 67}{space 3}  .060917
{txt}CENSUS2000~c {c |}{col 14}{res}{space 2} .0067296{col 26}{space 2} .0023109{col 37}{space 1}    2.91{col 46}{space 3}0.004{col 54}{space 4} .0021513{col 67}{space 3} .0113079
{txt}logCENSUS2~p {c |}{col 14}{res}{space 2} .0076956{col 26}{space 2} .0100879{col 37}{space 1}    0.76{col 46}{space 3}0.447{col 54}{space 4}-.0122903{col 67}{space 3} .0276815
{txt}CEN~cpercent {c |}{col 14}{res}{space 2} .0830928{col 26}{space 2} .0527545{col 37}{space 1}    1.58{col 46}{space 3}0.118{col 54}{space 4}-.0214234{col 67}{space 3} .1876091
{txt}CEN~kpercent {c |}{col 14}{res}{space 2}-.0004094{col 26}{space 2} .0625111{col 37}{space 1}   -0.01{col 46}{space 3}0.995{col 54}{space 4}-.1242553{col 67}{space 3} .1234364
{txt}CENSUS2000~s {c |}{col 14}{res}{space 2}-.3098077{col 26}{space 2} .1737732{col 37}{space 1}   -1.78{col 46}{space 3}0.077{col 54}{space 4}-.6540838{col 67}{space 3} .0344683
{txt}CENSUS2000~e {c |}{col 14}{res}{space 2}-.0018084{col 26}{space 2} .0014408{col 37}{space 1}   -1.26{col 46}{space 3}0.212{col 54}{space 4}-.0046628{col 67}{space 3} .0010461
{txt}CENSUS1990~c {c |}{col 14}{res}{space 2}-.0055881{col 26}{space 2} .0025428{col 37}{space 1}   -2.20{col 46}{space 3}0.030{col 54}{space 4}-.0106259{col 67}{space 3}-.0005502
{txt}mayorcounc~m {c |}{col 14}{res}{space 2} .0181674{col 26}{space 2} .0196819{col 37}{space 1}    0.92{col 46}{space 3}0.358{col 54}{space 4}-.0208259{col 67}{space 3} .0571608
{txt}{space 3}demvs1988 {c |}{col 14}{res}{space 2}-.0304585{col 26}{space 2}  .092058{col 37}{space 1}   -0.33{col 46}{space 3}0.741{col 54}{space 4}-.2128419{col 67}{space 3} .1519249
{txt}{space 12} {c |}
{space 8}year {c |}
{space 7}1991  {c |}{col 14}{res}{space 2} .0211002{col 26}{space 2} .0596718{col 37}{space 1}    0.35{col 46}{space 3}0.724{col 54}{space 4}-.0971203{col 67}{space 3} .1393207
{txt}{space 7}1992  {c |}{col 14}{res}{space 2}-.0366434{col 26}{space 2} .0621603{col 37}{space 1}   -0.59{col 46}{space 3}0.557{col 54}{space 4}-.1597941{col 67}{space 3} .0865073
{txt}{space 7}1993  {c |}{col 14}{res}{space 2}-.0166889{col 26}{space 2} .0571993{col 37}{space 1}   -0.29{col 46}{space 3}0.771{col 54}{space 4} -.130011{col 67}{space 3} .0966332
{txt}{space 7}1994  {c |}{col 14}{res}{space 2} .0610391{col 26}{space 2} .0508683{col 37}{space 1}    1.20{col 46}{space 3}0.233{col 54}{space 4}-.0397402{col 67}{space 3} .1618184
{txt}{space 7}1995  {c |}{col 14}{res}{space 2}  .017769{col 26}{space 2} .0472263{col 37}{space 1}    0.38{col 46}{space 3}0.707{col 54}{space 4}-.0757948{col 67}{space 3} .1113328
{txt}{space 7}1996  {c |}{col 14}{res}{space 2} -.023826{col 26}{space 2}  .048781{col 37}{space 1}   -0.49{col 46}{space 3}0.626{col 54}{space 4}  -.12047{col 67}{space 3}  .072818
{txt}{space 7}1997  {c |}{col 14}{res}{space 2} .0072802{col 26}{space 2} .0507337{col 37}{space 1}    0.14{col 46}{space 3}0.886{col 54}{space 4}-.0932324{col 67}{space 3} .1077928
{txt}{space 7}1998  {c |}{col 14}{res}{space 2} .0599043{col 26}{space 2}  .061654{col 37}{space 1}    0.97{col 46}{space 3}0.333{col 54}{space 4}-.0622435{col 67}{space 3}  .182052
{txt}{space 7}1999  {c |}{col 14}{res}{space 2} .0784946{col 26}{space 2} .0606019{col 37}{space 1}    1.30{col 46}{space 3}0.198{col 54}{space 4}-.0415687{col 67}{space 3} .1985579
{txt}{space 7}2000  {c |}{col 14}{res}{space 2} .0548571{col 26}{space 2} .0672955{col 37}{space 1}    0.82{col 46}{space 3}0.417{col 54}{space 4}-.0784674{col 67}{space 3} .1881815
{txt}{space 7}2001  {c |}{col 14}{res}{space 2} .0364693{col 26}{space 2}  .052849{col 37}{space 1}    0.69{col 46}{space 3}0.492{col 54}{space 4}-.0682341{col 67}{space 3} .1411726
{txt}{space 7}2002  {c |}{col 14}{res}{space 2} .0620247{col 26}{space 2} .0509454{col 37}{space 1}    1.22{col 46}{space 3}0.226{col 54}{space 4}-.0389072{col 67}{space 3} .1629567
{txt}{space 7}2003  {c |}{col 14}{res}{space 2} .0475059{col 26}{space 2} .0474511{col 37}{space 1}    1.00{col 46}{space 3}0.319{col 54}{space 4}-.0465033{col 67}{space 3} .1415151
{txt}{space 7}2004  {c |}{col 14}{res}{space 2} -.069393{col 26}{space 2} .0585655{col 37}{space 1}   -1.18{col 46}{space 3}0.239{col 54}{space 4}-.1854217{col 67}{space 3} .0466358
{txt}{space 7}2005  {c |}{col 14}{res}{space 2} .0389996{col 26}{space 2} .0545991{col 37}{space 1}    0.71{col 46}{space 3}0.477{col 54}{space 4} -.069171{col 67}{space 3} .1471703
{txt}{space 7}2006  {c |}{col 14}{res}{space 2} .0404485{col 26}{space 2} .0645816{col 37}{space 1}    0.63{col 46}{space 3}0.532{col 54}{space 4}-.0874993{col 67}{space 3} .1683962
{txt}{space 7}2007  {c |}{col 14}{res}{space 2} .0649625{col 26}{space 2}  .055542{col 37}{space 1}    1.17{col 46}{space 3}0.245{col 54}{space 4}-.0450763{col 67}{space 3} .1750013
{txt}{space 7}2008  {c |}{col 14}{res}{space 2}-.0270167{col 26}{space 2} .0552175{col 37}{space 1}   -0.49{col 46}{space 3}0.626{col 54}{space 4}-.1364126{col 67}{space 3} .0823792
{txt}{space 7}2009  {c |}{col 14}{res}{space 2}-.0324808{col 26}{space 2} .1101153{col 37}{space 1}   -0.29{col 46}{space 3}0.769{col 54}{space 4}-.2506391{col 67}{space 3} .1856774
{txt}{space 7}2010  {c |}{col 14}{res}{space 2} .0505993{col 26}{space 2} .1207339{col 37}{space 1}    0.42{col 46}{space 3}0.676{col 54}{space 4}-.1885963{col 67}{space 3}  .289795
{txt}{space 7}2011  {c |}{col 14}{res}{space 2}-.0807941{col 26}{space 2} .1191714{col 37}{space 1}   -0.68{col 46}{space 3}0.499{col 54}{space 4}-.3168941{col 67}{space 3} .1553059
{txt}{space 12} {c |}
{space 7}_cons {c |}{col 14}{res}{space 2} .3766337{col 26}{space 2} .1934124{col 37}{space 1}    1.95{col 46}{space 3}0.054{col 54}{space 4}-.0065511{col 67}{space 3} .7598185
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Linear regression                                      Number of obs ={res}     340
                                                       {txt}F( 32,   113) ={res}    2.03
                                                       {txt}Prob > F      = {res} 0.0035
                                                       {txt}R-squared     = {res} 0.1494
                                                       {txt}Root MSE      = {res} .12521

{txt}{ralign 78:(Std. Err. adjusted for {res:114} clusters in citystabbr)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}incumbentp~t{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
DIFFusmont~h {c |}{col 14}{res}{space 2} .0110331{col 26}{space 2} .0040878{col 37}{space 1}    2.70{col 46}{space 3}0.008{col 54}{space 4} .0029344{col 67}{space 3} .0191319
{txt}unemploymo~s {c |}{col 14}{res}{space 2} .0074991{col 26}{space 2} .0258215{col 37}{space 1}    0.29{col 46}{space 3}0.772{col 54}{space 4} -.043658{col 67}{space 3} .0586562
{txt}CENSUS2000~c {c |}{col 14}{res}{space 2} .0067917{col 26}{space 2}  .002305{col 37}{space 1}    2.95{col 46}{space 3}0.004{col 54}{space 4}  .002225{col 67}{space 3} .0113584
{txt}logCENSUS2~p {c |}{col 14}{res}{space 2} .0078908{col 26}{space 2} .0100387{col 37}{space 1}    0.79{col 46}{space 3}0.433{col 54}{space 4}-.0119977{col 67}{space 3} .0277793
{txt}CEN~cpercent {c |}{col 14}{res}{space 2} .0886543{col 26}{space 2}  .051532{col 37}{space 1}    1.72{col 46}{space 3}0.088{col 54}{space 4}-.0134398{col 67}{space 3} .1907485
{txt}CEN~kpercent {c |}{col 14}{res}{space 2}-.0015343{col 26}{space 2} .0618229{col 37}{space 1}   -0.02{col 46}{space 3}0.980{col 54}{space 4}-.1240166{col 67}{space 3} .1209479
{txt}CENSUS2000~s {c |}{col 14}{res}{space 2}-.2977597{col 26}{space 2} .1738092{col 37}{space 1}   -1.71{col 46}{space 3}0.089{col 54}{space 4}-.6421071{col 67}{space 3} .0465876
{txt}CENSUS2000~e {c |}{col 14}{res}{space 2}-.0018293{col 26}{space 2} .0014309{col 37}{space 1}   -1.28{col 46}{space 3}0.204{col 54}{space 4}-.0046642{col 67}{space 3} .0010056
{txt}CENSUS1990~c {c |}{col 14}{res}{space 2}-.0056981{col 26}{space 2} .0025507{col 37}{space 1}   -2.23{col 46}{space 3}0.027{col 54}{space 4}-.0107515{col 67}{space 3}-.0006446
{txt}mayorcounc~m {c |}{col 14}{res}{space 2} .0192199{col 26}{space 2} .0190148{col 37}{space 1}    1.01{col 46}{space 3}0.314{col 54}{space 4}-.0184518{col 67}{space 3} .0568915
{txt}{space 3}demvs1988 {c |}{col 14}{res}{space 2}-.0270203{col 26}{space 2} .0916316{col 37}{space 1}   -0.29{col 46}{space 3}0.769{col 54}{space 4}-.2085591{col 67}{space 3} .1545185
{txt}{space 12} {c |}
{space 8}year {c |}
{space 7}1991  {c |}{col 14}{res}{space 2} .0220929{col 26}{space 2} .0592232{col 37}{space 1}    0.37{col 46}{space 3}0.710{col 54}{space 4}-.0952389{col 67}{space 3} .1394247
{txt}{space 7}1992  {c |}{col 14}{res}{space 2}-.0341749{col 26}{space 2} .0615304{col 37}{space 1}   -0.56{col 46}{space 3}0.580{col 54}{space 4}-.1560776{col 67}{space 3} .0877279
{txt}{space 7}1993  {c |}{col 14}{res}{space 2}-.0172152{col 26}{space 2} .0555132{col 37}{space 1}   -0.31{col 46}{space 3}0.757{col 54}{space 4}-.1271969{col 67}{space 3} .0927665
{txt}{space 7}1994  {c |}{col 14}{res}{space 2} .0615477{col 26}{space 2} .0508233{col 37}{space 1}    1.21{col 46}{space 3}0.228{col 54}{space 4}-.0391425{col 67}{space 3} .1622379
{txt}{space 7}1995  {c |}{col 14}{res}{space 2} .0192936{col 26}{space 2} .0472951{col 37}{space 1}    0.41{col 46}{space 3}0.684{col 54}{space 4}-.0744064{col 67}{space 3} .1129937
{txt}{space 7}1996  {c |}{col 14}{res}{space 2}-.0241791{col 26}{space 2}   .04865{col 37}{space 1}   -0.50{col 46}{space 3}0.620{col 54}{space 4}-.1205635{col 67}{space 3} .0722054
{txt}{space 7}1997  {c |}{col 14}{res}{space 2} .0064508{col 26}{space 2} .0500511{col 37}{space 1}    0.13{col 46}{space 3}0.898{col 54}{space 4}-.0927095{col 67}{space 3}  .105611
{txt}{space 7}1998  {c |}{col 14}{res}{space 2} .0580003{col 26}{space 2} .0613742{col 37}{space 1}    0.95{col 46}{space 3}0.347{col 54}{space 4}-.0635931{col 67}{space 3} .1795937
{txt}{space 7}1999  {c |}{col 14}{res}{space 2} .0756499{col 26}{space 2} .0601277{col 37}{space 1}    1.26{col 46}{space 3}0.211{col 54}{space 4}-.0434739{col 67}{space 3} .1947736
{txt}{space 7}2000  {c |}{col 14}{res}{space 2} .0519669{col 26}{space 2} .0665901{col 37}{space 1}    0.78{col 46}{space 3}0.437{col 54}{space 4}-.0799602{col 67}{space 3} .1838939
{txt}{space 7}2001  {c |}{col 14}{res}{space 2} .0328231{col 26}{space 2} .0518469{col 37}{space 1}    0.63{col 46}{space 3}0.528{col 54}{space 4} -.069895{col 67}{space 3} .1355412
{txt}{space 7}2002  {c |}{col 14}{res}{space 2} .0623245{col 26}{space 2} .0507916{col 37}{space 1}    1.23{col 46}{space 3}0.222{col 54}{space 4}-.0383028{col 67}{space 3} .1629518
{txt}{space 7}2003  {c |}{col 14}{res}{space 2} .0473893{col 26}{space 2} .0474228{col 37}{space 1}    1.00{col 46}{space 3}0.320{col 54}{space 4}-.0465638{col 67}{space 3} .1413424
{txt}{space 7}2004  {c |}{col 14}{res}{space 2}-.0700126{col 26}{space 2} .0583704{col 37}{space 1}   -1.20{col 46}{space 3}0.233{col 54}{space 4}-.1856549{col 67}{space 3} .0456296
{txt}{space 7}2005  {c |}{col 14}{res}{space 2} .0370264{col 26}{space 2} .0535065{col 37}{space 1}    0.69{col 46}{space 3}0.490{col 54}{space 4}-.0689796{col 67}{space 3} .1430324
{txt}{space 7}2006  {c |}{col 14}{res}{space 2} .0384601{col 26}{space 2} .0642373{col 37}{space 1}    0.60{col 46}{space 3}0.551{col 54}{space 4}-.0888056{col 67}{space 3} .1657258
{txt}{space 7}2007  {c |}{col 14}{res}{space 2} .0627705{col 26}{space 2} .0551329{col 37}{space 1}    1.14{col 46}{space 3}0.257{col 54}{space 4}-.0464576{col 67}{space 3} .1719987
{txt}{space 7}2008  {c |}{col 14}{res}{space 2}-.0268859{col 26}{space 2} .0551623{col 37}{space 1}   -0.49{col 46}{space 3}0.627{col 54}{space 4}-.1361723{col 67}{space 3} .0824005
{txt}{space 7}2009  {c |}{col 14}{res}{space 2}-.0302375{col 26}{space 2} .1094608{col 37}{space 1}   -0.28{col 46}{space 3}0.783{col 54}{space 4}-.2470991{col 67}{space 3} .1866241
{txt}{space 7}2010  {c |}{col 14}{res}{space 2} .0566006{col 26}{space 2} .1191734{col 37}{space 1}    0.47{col 46}{space 3}0.636{col 54}{space 4}-.1795033{col 67}{space 3} .2927046
{txt}{space 7}2011  {c |}{col 14}{res}{space 2}-.0771142{col 26}{space 2} .1191198{col 37}{space 1}   -0.65{col 46}{space 3}0.519{col 54}{space 4}-.3131121{col 67}{space 3} .1588837
{txt}{space 12} {c |}
{space 7}_cons {c |}{col 14}{res}{space 2} .3788981{col 26}{space 2} .1908336{col 37}{space 1}    1.99{col 46}{space 3}0.050{col 54}{space 4} .0008223{col 67}{space 3} .7569739
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Linear regression                                      Number of obs ={res}     339
                                                       {txt}F( 32,   113) ={res}    2.00
                                                       {txt}Prob > F      = {res} 0.0042
                                                       {txt}R-squared     = {res} 0.1469
                                                       {txt}Root MSE      = {res} .12513

{txt}{ralign 78:(Std. Err. adjusted for {res:114} clusters in citystabbr)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}incumbentp~t{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
DIFFusmont~h {c |}{col 14}{res}{space 2} .0108562{col 26}{space 2} .0041039{col 37}{space 1}    2.65{col 46}{space 3}0.009{col 54}{space 4} .0027256{col 67}{space 3} .0189869
{txt}unemploymo~s {c |}{col 14}{res}{space 2} .0068061{col 26}{space 2} .0258416{col 37}{space 1}    0.26{col 46}{space 3}0.793{col 54}{space 4}-.0443908{col 67}{space 3} .0580029
{txt}CENSUS2000~c {c |}{col 14}{res}{space 2} .0067382{col 26}{space 2} .0023009{col 37}{space 1}    2.93{col 46}{space 3}0.004{col 54}{space 4} .0021797{col 67}{space 3} .0112967
{txt}logCENSUS2~p {c |}{col 14}{res}{space 2} .0084318{col 26}{space 2} .0101362{col 37}{space 1}    0.83{col 46}{space 3}0.407{col 54}{space 4}-.0116497{col 67}{space 3} .0285134
{txt}CEN~cpercent {c |}{col 14}{res}{space 2} .0901109{col 26}{space 2} .0513523{col 37}{space 1}    1.75{col 46}{space 3}0.082{col 54}{space 4}-.0116272{col 67}{space 3} .1918491
{txt}CEN~kpercent {c |}{col 14}{res}{space 2} .0038925{col 26}{space 2} .0623985{col 37}{space 1}    0.06{col 46}{space 3}0.950{col 54}{space 4}-.1197301{col 67}{space 3} .1275151
{txt}CENSUS2000~s {c |}{col 14}{res}{space 2}-.2869007{col 26}{space 2} .1763336{col 37}{space 1}   -1.63{col 46}{space 3}0.107{col 54}{space 4}-.6362494{col 67}{space 3} .0624479
{txt}CENSUS2000~e {c |}{col 14}{res}{space 2}-.0017958{col 26}{space 2} .0014469{col 37}{space 1}   -1.24{col 46}{space 3}0.217{col 54}{space 4}-.0046624{col 67}{space 3} .0010707
{txt}CENSUS1990~c {c |}{col 14}{res}{space 2}-.0056376{col 26}{space 2} .0025445{col 37}{space 1}   -2.22{col 46}{space 3}0.029{col 54}{space 4}-.0106787{col 67}{space 3}-.0005965
{txt}mayorcounc~m {c |}{col 14}{res}{space 2} .0180935{col 26}{space 2} .0192331{col 37}{space 1}    0.94{col 46}{space 3}0.349{col 54}{space 4}-.0200108{col 67}{space 3} .0561978
{txt}{space 3}demvs1988 {c |}{col 14}{res}{space 2}-.0375578{col 26}{space 2} .0934459{col 37}{space 1}   -0.40{col 46}{space 3}0.689{col 54}{space 4}-.2226909{col 67}{space 3} .1475753
{txt}{space 12} {c |}
{space 8}year {c |}
{space 7}1991  {c |}{col 14}{res}{space 2} .0232235{col 26}{space 2} .0593784{col 37}{space 1}    0.39{col 46}{space 3}0.696{col 54}{space 4}-.0944159{col 67}{space 3} .1408629
{txt}{space 7}1992  {c |}{col 14}{res}{space 2} -.032981{col 26}{space 2} .0615662{col 37}{space 1}   -0.54{col 46}{space 3}0.593{col 54}{space 4}-.1549546{col 67}{space 3} .0889927
{txt}{space 7}1993  {c |}{col 14}{res}{space 2} -.016523{col 26}{space 2} .0554837{col 37}{space 1}   -0.30{col 46}{space 3}0.766{col 54}{space 4}-.1264461{col 67}{space 3} .0934002
{txt}{space 7}1994  {c |}{col 14}{res}{space 2} .0614682{col 26}{space 2} .0507312{col 37}{space 1}    1.21{col 46}{space 3}0.228{col 54}{space 4}-.0390395{col 67}{space 3} .1619759
{txt}{space 7}1995  {c |}{col 14}{res}{space 2} .0172593{col 26}{space 2}  .047028{col 37}{space 1}    0.37{col 46}{space 3}0.714{col 54}{space 4}-.0759117{col 67}{space 3} .1104302
{txt}{space 7}1996  {c |}{col 14}{res}{space 2}-.0238302{col 26}{space 2} .0486421{col 37}{space 1}   -0.49{col 46}{space 3}0.625{col 54}{space 4}-.1201989{col 67}{space 3} .0725385
{txt}{space 7}1997  {c |}{col 14}{res}{space 2} .0058027{col 26}{space 2} .0500593{col 37}{space 1}    0.12{col 46}{space 3}0.908{col 54}{space 4}-.0933738{col 67}{space 3} .1049793
{txt}{space 7}1998  {c |}{col 14}{res}{space 2} .0574244{col 26}{space 2} .0614074{col 37}{space 1}    0.94{col 46}{space 3}0.352{col 54}{space 4}-.0642347{col 67}{space 3} .1790835
{txt}{space 7}1999  {c |}{col 14}{res}{space 2} .0758647{col 26}{space 2} .0604418{col 37}{space 1}    1.26{col 46}{space 3}0.212{col 54}{space 4}-.0438814{col 67}{space 3} .1956108
{txt}{space 7}2000  {c |}{col 14}{res}{space 2} .0511697{col 26}{space 2} .0666908{col 37}{space 1}    0.77{col 46}{space 3}0.445{col 54}{space 4}-.0809569{col 67}{space 3} .1832963
{txt}{space 7}2001  {c |}{col 14}{res}{space 2} .0323373{col 26}{space 2} .0519069{col 37}{space 1}    0.62{col 46}{space 3}0.535{col 54}{space 4}-.0704997{col 67}{space 3} .1351743
{txt}{space 7}2002  {c |}{col 14}{res}{space 2} .0623891{col 26}{space 2} .0507213{col 37}{space 1}    1.23{col 46}{space 3}0.221{col 54}{space 4} -.038099{col 67}{space 3} .1628771
{txt}{space 7}2003  {c |}{col 14}{res}{space 2} .0474899{col 26}{space 2} .0473106{col 37}{space 1}    1.00{col 46}{space 3}0.318{col 54}{space 4} -.046241{col 67}{space 3} .1412208
{txt}{space 7}2004  {c |}{col 14}{res}{space 2}-.0700245{col 26}{space 2} .0584483{col 37}{space 1}   -1.20{col 46}{space 3}0.233{col 54}{space 4}-.1858212{col 67}{space 3} .0457722
{txt}{space 7}2005  {c |}{col 14}{res}{space 2} .0372904{col 26}{space 2} .0535006{col 37}{space 1}    0.70{col 46}{space 3}0.487{col 54}{space 4} -.068704{col 67}{space 3} .1432848
{txt}{space 7}2006  {c |}{col 14}{res}{space 2} .0376568{col 26}{space 2} .0642746{col 37}{space 1}    0.59{col 46}{space 3}0.559{col 54}{space 4}-.0896828{col 67}{space 3} .1649964
{txt}{space 7}2007  {c |}{col 14}{res}{space 2} .0547691{col 26}{space 2} .0551057{col 37}{space 1}    0.99{col 46}{space 3}0.322{col 54}{space 4}-.0544052{col 67}{space 3} .1639435
{txt}{space 7}2008  {c |}{col 14}{res}{space 2}-.0267387{col 26}{space 2} .0551437{col 37}{space 1}   -0.48{col 46}{space 3}0.629{col 54}{space 4}-.1359883{col 67}{space 3} .0825109
{txt}{space 7}2009  {c |}{col 14}{res}{space 2}-.0266501{col 26}{space 2} .1094493{col 37}{space 1}   -0.24{col 46}{space 3}0.808{col 54}{space 4}-.2434889{col 67}{space 3} .1901888
{txt}{space 7}2010  {c |}{col 14}{res}{space 2} .0595542{col 26}{space 2} .1191274{col 37}{space 1}    0.50{col 46}{space 3}0.618{col 54}{space 4}-.1764586{col 67}{space 3}  .295567
{txt}{space 7}2011  {c |}{col 14}{res}{space 2}-.0738539{col 26}{space 2} .1190053{col 37}{space 1}   -0.62{col 46}{space 3}0.536{col 54}{space 4} -.309625{col 67}{space 3} .1619171
{txt}{space 12} {c |}
{space 7}_cons {c |}{col 14}{res}{space 2} .3778567{col 26}{space 2} .1914104{col 37}{space 1}    1.97{col 46}{space 3}0.051{col 54}{space 4}-.0013618{col 67}{space 3} .7570751
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Linear regression                                      Number of obs ={res}     339
                                                       {txt}F( 32,   113) ={res}    2.02
                                                       {txt}Prob > F      = {res} 0.0038
                                                       {txt}R-squared     = {res} 0.1483
                                                       {txt}Root MSE      = {res} .12544

{txt}{ralign 78:(Std. Err. adjusted for {res:114} clusters in citystabbr)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}incumbentp~t{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
DIFFusmont~h {c |}{col 14}{res}{space 2} .0108929{col 26}{space 2} .0041792{col 37}{space 1}    2.61{col 46}{space 3}0.010{col 54}{space 4} .0026132{col 67}{space 3} .0191726
{txt}unemploymo~s {c |}{col 14}{res}{space 2} .0081419{col 26}{space 2} .0259535{col 37}{space 1}    0.31{col 46}{space 3}0.754{col 54}{space 4}-.0432767{col 67}{space 3} .0595604
{txt}CENSUS2000~c {c |}{col 14}{res}{space 2} .0068475{col 26}{space 2} .0023176{col 37}{space 1}    2.95{col 46}{space 3}0.004{col 54}{space 4}  .002256{col 67}{space 3}  .011439
{txt}logCENSUS2~p {c |}{col 14}{res}{space 2} .0080778{col 26}{space 2} .0100528{col 37}{space 1}    0.80{col 46}{space 3}0.423{col 54}{space 4}-.0118386{col 67}{space 3} .0279943
{txt}CEN~cpercent {c |}{col 14}{res}{space 2} .0857074{col 26}{space 2} .0514849{col 37}{space 1}    1.66{col 46}{space 3}0.099{col 54}{space 4}-.0162935{col 67}{space 3} .1877083
{txt}CEN~kpercent {c |}{col 14}{res}{space 2} .0025932{col 26}{space 2} .0643327{col 37}{space 1}    0.04{col 46}{space 3}0.968{col 54}{space 4}-.1248615{col 67}{space 3} .1300479
{txt}CENSUS2000~s {c |}{col 14}{res}{space 2}-.3106276{col 26}{space 2} .1757386{col 37}{space 1}   -1.77{col 46}{space 3}0.080{col 54}{space 4}-.6587973{col 67}{space 3} .0375422
{txt}CENSUS2000~e {c |}{col 14}{res}{space 2}-.0018215{col 26}{space 2} .0014313{col 37}{space 1}   -1.27{col 46}{space 3}0.206{col 54}{space 4}-.0046571{col 67}{space 3} .0010141
{txt}CENSUS1990~c {c |}{col 14}{res}{space 2} -.005657{col 26}{space 2} .0025418{col 37}{space 1}   -2.23{col 46}{space 3}0.028{col 54}{space 4}-.0106928{col 67}{space 3}-.0006211
{txt}mayorcounc~m {c |}{col 14}{res}{space 2} .0191901{col 26}{space 2} .0190161{col 37}{space 1}    1.01{col 46}{space 3}0.315{col 54}{space 4}-.0184843{col 67}{space 3} .0568644
{txt}{space 3}demvs1988 {c |}{col 14}{res}{space 2} -.028243{col 26}{space 2}  .091597{col 37}{space 1}   -0.31{col 46}{space 3}0.758{col 54}{space 4}-.2097131{col 67}{space 3}  .153227
{txt}{space 12} {c |}
{space 8}year {c |}
{space 7}1991  {c |}{col 14}{res}{space 2} .0218998{col 26}{space 2} .0593055{col 37}{space 1}    0.37{col 46}{space 3}0.713{col 54}{space 4}-.0955952{col 67}{space 3} .1393947
{txt}{space 7}1992  {c |}{col 14}{res}{space 2}-.0350296{col 26}{space 2} .0617745{col 37}{space 1}   -0.57{col 46}{space 3}0.572{col 54}{space 4}-.1574161{col 67}{space 3} .0873569
{txt}{space 7}1993  {c |}{col 14}{res}{space 2}-.0172038{col 26}{space 2} .0555544{col 37}{space 1}   -0.31{col 46}{space 3}0.757{col 54}{space 4}-.1272671{col 67}{space 3} .0928595
{txt}{space 7}1994  {c |}{col 14}{res}{space 2} .0611642{col 26}{space 2} .0508607{col 37}{space 1}    1.20{col 46}{space 3}0.232{col 54}{space 4}-.0396001{col 67}{space 3} .1619285
{txt}{space 7}1995  {c |}{col 14}{res}{space 2} .0176037{col 26}{space 2} .0470386{col 37}{space 1}    0.37{col 46}{space 3}0.709{col 54}{space 4}-.0755882{col 67}{space 3} .1107956
{txt}{space 7}1996  {c |}{col 14}{res}{space 2}-.0240714{col 26}{space 2} .0486237{col 37}{space 1}   -0.50{col 46}{space 3}0.622{col 54}{space 4}-.1204037{col 67}{space 3}  .072261
{txt}{space 7}1997  {c |}{col 14}{res}{space 2} .0076597{col 26}{space 2}  .050168{col 37}{space 1}    0.15{col 46}{space 3}0.879{col 54}{space 4}-.0917321{col 67}{space 3} .1070515
{txt}{space 7}1998  {c |}{col 14}{res}{space 2} .0590738{col 26}{space 2} .0614644{col 37}{space 1}    0.96{col 46}{space 3}0.339{col 54}{space 4}-.0626982{col 67}{space 3} .1808458
{txt}{space 7}1999  {c |}{col 14}{res}{space 2} .0772803{col 26}{space 2} .0601696{col 37}{space 1}    1.28{col 46}{space 3}0.202{col 54}{space 4}-.0419265{col 67}{space 3} .1964871
{txt}{space 7}2000  {c |}{col 14}{res}{space 2} .0534968{col 26}{space 2} .0667959{col 37}{space 1}    0.80{col 46}{space 3}0.425{col 54}{space 4}-.0788379{col 67}{space 3} .1858314
{txt}{space 7}2001  {c |}{col 14}{res}{space 2}  .035672{col 26}{space 2} .0528432{col 37}{space 1}    0.68{col 46}{space 3}0.501{col 54}{space 4}  -.06902{col 67}{space 3} .1403639
{txt}{space 7}2002  {c |}{col 14}{res}{space 2} .0620802{col 26}{space 2} .0508744{col 37}{space 1}    1.22{col 46}{space 3}0.225{col 54}{space 4}-.0387112{col 67}{space 3} .1628716
{txt}{space 7}2003  {c |}{col 14}{res}{space 2} .0476307{col 26}{space 2} .0473073{col 37}{space 1}    1.01{col 46}{space 3}0.316{col 54}{space 4}-.0460936{col 67}{space 3} .1413551
{txt}{space 7}2004  {c |}{col 14}{res}{space 2}-.0694985{col 26}{space 2} .0584036{col 37}{space 1}   -1.19{col 46}{space 3}0.237{col 54}{space 4}-.1852066{col 67}{space 3} .0462095
{txt}{space 7}2005  {c |}{col 14}{res}{space 2} .0384337{col 26}{space 2} .0542846{col 37}{space 1}    0.71{col 46}{space 3}0.480{col 54}{space 4}-.0691139{col 67}{space 3} .1459814
{txt}{space 7}2006  {c |}{col 14}{res}{space 2} .0396176{col 26}{space 2} .0643075{col 37}{space 1}    0.62{col 46}{space 3}0.539{col 54}{space 4}-.0877871{col 67}{space 3} .1670224
{txt}{space 7}2007  {c |}{col 14}{res}{space 2} .0639713{col 26}{space 2} .0552234{col 37}{space 1}    1.16{col 46}{space 3}0.249{col 54}{space 4}-.0454362{col 67}{space 3} .1733787
{txt}{space 7}2008  {c |}{col 14}{res}{space 2} -.026605{col 26}{space 2} .0551052{col 37}{space 1}   -0.48{col 46}{space 3}0.630{col 54}{space 4}-.1357784{col 67}{space 3} .0825684
{txt}{space 7}2009  {c |}{col 14}{res}{space 2}-.0323384{col 26}{space 2} .1098661{col 37}{space 1}   -0.29{col 46}{space 3}0.769{col 54}{space 4} -.250003{col 67}{space 3} .1853263
{txt}{space 7}2010  {c |}{col 14}{res}{space 2} .0540024{col 26}{space 2} .1196725{col 37}{space 1}    0.45{col 46}{space 3}0.653{col 54}{space 4}-.1830903{col 67}{space 3} .2910951
{txt}{space 7}2011  {c |}{col 14}{res}{space 2}-.0778847{col 26}{space 2} .1190807{col 37}{space 1}   -0.65{col 46}{space 3}0.514{col 54}{space 4}-.3138051{col 67}{space 3} .1580357
{txt}{space 12} {c |}
{space 7}_cons {c |}{col 14}{res}{space 2}  .371383{col 26}{space 2} .1928347{col 37}{space 1}    1.93{col 46}{space 3}0.057{col 54}{space 4}-.0106573{col 67}{space 3} .7534234
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Linear regression                                      Number of obs ={res}     335
                                                       {txt}F( 32,   113) ={res}    2.01
                                                       {txt}Prob > F      = {res} 0.0039
                                                       {txt}R-squared     = {res} 0.1486
                                                       {txt}Root MSE      = {res} .12568

{txt}{ralign 78:(Std. Err. adjusted for {res:114} clusters in citystabbr)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}incumbentp~t{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
DIFFusmont~h {c |}{col 14}{res}{space 2} .0115223{col 26}{space 2} .0041517{col 37}{space 1}    2.78{col 46}{space 3}0.006{col 54}{space 4}  .003297{col 67}{space 3} .0197475
{txt}unemploymo~s {c |}{col 14}{res}{space 2} .0073986{col 26}{space 2} .0259072{col 37}{space 1}    0.29{col 46}{space 3}0.776{col 54}{space 4}-.0439282{col 67}{space 3} .0587254
{txt}CENSUS2000~c {c |}{col 14}{res}{space 2}  .006763{col 26}{space 2} .0023414{col 37}{space 1}    2.89{col 46}{space 3}0.005{col 54}{space 4} .0021243{col 67}{space 3} .0114016
{txt}logCENSUS2~p {c |}{col 14}{res}{space 2} .0067582{col 26}{space 2} .0103497{col 37}{space 1}    0.65{col 46}{space 3}0.515{col 54}{space 4}-.0137464{col 67}{space 3} .0272629
{txt}CEN~cpercent {c |}{col 14}{res}{space 2} .0947156{col 26}{space 2} .0536344{col 37}{space 1}    1.77{col 46}{space 3}0.080{col 54}{space 4}-.0115439{col 67}{space 3} .2009751
{txt}CEN~kpercent {c |}{col 14}{res}{space 2} .0105703{col 26}{space 2} .0689251{col 37}{space 1}    0.15{col 46}{space 3}0.878{col 54}{space 4}-.1259827{col 67}{space 3} .1471233
{txt}CENSUS2000~s {c |}{col 14}{res}{space 2}-.2881404{col 26}{space 2} .1787733{col 37}{space 1}   -1.61{col 46}{space 3}0.110{col 54}{space 4}-.6423226{col 67}{space 3} .0660418
{txt}CENSUS2000~e {c |}{col 14}{res}{space 2}-.0017974{col 26}{space 2} .0014352{col 37}{space 1}   -1.25{col 46}{space 3}0.213{col 54}{space 4}-.0046408{col 67}{space 3} .0010461
{txt}CENSUS1990~c {c |}{col 14}{res}{space 2}-.0056582{col 26}{space 2}  .002575{col 37}{space 1}   -2.20{col 46}{space 3}0.030{col 54}{space 4}-.0107597{col 67}{space 3}-.0005567
{txt}mayorcounc~m {c |}{col 14}{res}{space 2} .0170106{col 26}{space 2} .0199583{col 37}{space 1}    0.85{col 46}{space 3}0.396{col 54}{space 4}-.0225304{col 67}{space 3} .0565515
{txt}{space 3}demvs1988 {c |}{col 14}{res}{space 2}-.0215269{col 26}{space 2}  .092308{col 37}{space 1}   -0.23{col 46}{space 3}0.816{col 54}{space 4}-.2044058{col 67}{space 3} .1613519
{txt}{space 12} {c |}
{space 8}year {c |}
{space 7}1991  {c |}{col 14}{res}{space 2} .0260873{col 26}{space 2} .0603222{col 37}{space 1}    0.43{col 46}{space 3}0.666{col 54}{space 4}-.0934218{col 67}{space 3} .1455965
{txt}{space 7}1992  {c |}{col 14}{res}{space 2}-.0342043{col 26}{space 2} .0615095{col 37}{space 1}   -0.56{col 46}{space 3}0.579{col 54}{space 4}-.1560657{col 67}{space 3} .0876572
{txt}{space 7}1993  {c |}{col 14}{res}{space 2}-.0055036{col 26}{space 2}  .055359{col 37}{space 1}   -0.10{col 46}{space 3}0.921{col 54}{space 4}-.1151797{col 67}{space 3} .1041726
{txt}{space 7}1994  {c |}{col 14}{res}{space 2} .0618046{col 26}{space 2} .0507163{col 37}{space 1}    1.22{col 46}{space 3}0.226{col 54}{space 4}-.0386734{col 67}{space 3} .1622827
{txt}{space 7}1995  {c |}{col 14}{res}{space 2} .0139597{col 26}{space 2} .0476929{col 37}{space 1}    0.29{col 46}{space 3}0.770{col 54}{space 4}-.0805285{col 67}{space 3} .1084479
{txt}{space 7}1996  {c |}{col 14}{res}{space 2}-.0234817{col 26}{space 2} .0487544{col 37}{space 1}   -0.48{col 46}{space 3}0.631{col 54}{space 4}-.1200728{col 67}{space 3} .0731095
{txt}{space 7}1997  {c |}{col 14}{res}{space 2} .0064999{col 26}{space 2} .0503009{col 37}{space 1}    0.13{col 46}{space 3}0.897{col 54}{space 4}-.0931552{col 67}{space 3}  .106155
{txt}{space 7}1998  {c |}{col 14}{res}{space 2} .0577485{col 26}{space 2} .0616314{col 37}{space 1}    0.94{col 46}{space 3}0.351{col 54}{space 4}-.0643544{col 67}{space 3} .1798514
{txt}{space 7}1999  {c |}{col 14}{res}{space 2}  .076274{col 26}{space 2} .0608814{col 37}{space 1}    1.25{col 46}{space 3}0.213{col 54}{space 4}-.0443429{col 67}{space 3}  .196891
{txt}{space 7}2000  {c |}{col 14}{res}{space 2} .0520339{col 26}{space 2} .0668453{col 37}{space 1}    0.78{col 46}{space 3}0.438{col 54}{space 4}-.0803987{col 67}{space 3} .1844664
{txt}{space 7}2001  {c |}{col 14}{res}{space 2} .0361099{col 26}{space 2} .0528909{col 37}{space 1}    0.68{col 46}{space 3}0.496{col 54}{space 4}-.0686766{col 67}{space 3} .1408963
{txt}{space 7}2002  {c |}{col 14}{res}{space 2} .0625098{col 26}{space 2} .0507704{col 37}{space 1}    1.23{col 46}{space 3}0.221{col 54}{space 4}-.0380756{col 67}{space 3} .1630951
{txt}{space 7}2003  {c |}{col 14}{res}{space 2} .0483068{col 26}{space 2} .0474094{col 37}{space 1}    1.02{col 46}{space 3}0.310{col 54}{space 4}-.0456198{col 67}{space 3} .1422334
{txt}{space 7}2004  {c |}{col 14}{res}{space 2}-.0690769{col 26}{space 2}  .058747{col 37}{space 1}   -1.18{col 46}{space 3}0.242{col 54}{space 4}-.1854654{col 67}{space 3} .0473116
{txt}{space 7}2005  {c |}{col 14}{res}{space 2}  .037768{col 26}{space 2} .0535477{col 37}{space 1}    0.71{col 46}{space 3}0.482{col 54}{space 4}-.0683197{col 67}{space 3} .1438557
{txt}{space 7}2006  {c |}{col 14}{res}{space 2} .0386181{col 26}{space 2} .0642813{col 37}{space 1}    0.60{col 46}{space 3}0.549{col 54}{space 4}-.0887347{col 67}{space 3} .1659708
{txt}{space 7}2007  {c |}{col 14}{res}{space 2} .0645893{col 26}{space 2} .0561067{col 37}{space 1}    1.15{col 46}{space 3}0.252{col 54}{space 4}-.0465682{col 67}{space 3} .1757469
{txt}{space 7}2008  {c |}{col 14}{res}{space 2}-.0260976{col 26}{space 2} .0553124{col 37}{space 1}   -0.47{col 46}{space 3}0.638{col 54}{space 4}-.1356814{col 67}{space 3} .0834862
{txt}{space 7}2009  {c |}{col 14}{res}{space 2}-.0286866{col 26}{space 2} .1095661{col 37}{space 1}   -0.26{col 46}{space 3}0.794{col 54}{space 4}-.2457569{col 67}{space 3} .1883836
{txt}{space 7}2010  {c |}{col 14}{res}{space 2} .0575891{col 26}{space 2} .1196535{col 37}{space 1}    0.48{col 46}{space 3}0.631{col 54}{space 4}-.1794661{col 67}{space 3} .2946444
{txt}{space 7}2011  {c |}{col 14}{res}{space 2}-.0755585{col 26}{space 2} .1189266{col 37}{space 1}   -0.64{col 46}{space 3}0.526{col 54}{space 4}-.3111735{col 67}{space 3} .1600565
{txt}{space 12} {c |}
{space 7}_cons {c |}{col 14}{res}{space 2} .3863171{col 26}{space 2} .1909237{col 37}{space 1}    2.02{col 46}{space 3}0.045{col 54}{space 4} .0080628{col 67}{space 3} .7645713
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Linear regression                                      Number of obs ={res}     338
                                                       {txt}F( 32,   113) ={res}    2.07
                                                       {txt}Prob > F      = {res} 0.0028
                                                       {txt}R-squared     = {res} 0.1538
                                                       {txt}Root MSE      = {res} .12511

{txt}{ralign 78:(Std. Err. adjusted for {res:114} clusters in citystabbr)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}incumbentp~t{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
DIFFusmont~h {c |}{col 14}{res}{space 2} .0111378{col 26}{space 2}  .004159{col 37}{space 1}    2.68{col 46}{space 3}0.009{col 54}{space 4}  .002898{col 67}{space 3} .0193776
{txt}unemploymo~s {c |}{col 14}{res}{space 2} .0077168{col 26}{space 2}  .025824{col 37}{space 1}    0.30{col 46}{space 3}0.766{col 54}{space 4}-.0434452{col 67}{space 3} .0588788
{txt}CENSUS2000~c {c |}{col 14}{res}{space 2} .0067942{col 26}{space 2} .0022924{col 37}{space 1}    2.96{col 46}{space 3}0.004{col 54}{space 4} .0022525{col 67}{space 3} .0113359
{txt}logCENSUS2~p {c |}{col 14}{res}{space 2} .0074152{col 26}{space 2} .0101778{col 37}{space 1}    0.73{col 46}{space 3}0.468{col 54}{space 4}-.0127489{col 67}{space 3} .0275794
{txt}CEN~cpercent {c |}{col 14}{res}{space 2} .1021977{col 26}{space 2} .0516327{col 37}{space 1}    1.98{col 46}{space 3}0.050{col 54}{space 4}-.0000959{col 67}{space 3} .2044914
{txt}CEN~kpercent {c |}{col 14}{res}{space 2}-.0008403{col 26}{space 2} .0618676{col 37}{space 1}   -0.01{col 46}{space 3}0.989{col 54}{space 4}-.1234113{col 67}{space 3} .1217307
{txt}CENSUS2000~s {c |}{col 14}{res}{space 2}-.2855266{col 26}{space 2} .1737618{col 37}{space 1}   -1.64{col 46}{space 3}0.103{col 54}{space 4}  -.62978{col 67}{space 3} .0587268
{txt}CENSUS2000~e {c |}{col 14}{res}{space 2} -.001871{col 26}{space 2} .0014341{col 37}{space 1}   -1.30{col 46}{space 3}0.195{col 54}{space 4}-.0047122{col 67}{space 3} .0009703
{txt}CENSUS1990~c {c |}{col 14}{res}{space 2} -.005801{col 26}{space 2} .0025179{col 37}{space 1}   -2.30{col 46}{space 3}0.023{col 54}{space 4}-.0107895{col 67}{space 3}-.0008126
{txt}mayorcounc~m {c |}{col 14}{res}{space 2} .0205519{col 26}{space 2} .0191637{col 37}{space 1}    1.07{col 46}{space 3}0.286{col 54}{space 4}-.0174148{col 67}{space 3} .0585186
{txt}{space 3}demvs1988 {c |}{col 14}{res}{space 2}-.0276331{col 26}{space 2} .0905599{col 37}{space 1}   -0.31{col 46}{space 3}0.761{col 54}{space 4}-.2070485{col 67}{space 3} .1517824
{txt}{space 12} {c |}
{space 8}year {c |}
{space 7}1991  {c |}{col 14}{res}{space 2} .0235353{col 26}{space 2} .0592589{col 37}{space 1}    0.40{col 46}{space 3}0.692{col 54}{space 4}-.0938673{col 67}{space 3} .1409379
{txt}{space 7}1992  {c |}{col 14}{res}{space 2}-.0328872{col 26}{space 2}  .061789{col 37}{space 1}   -0.53{col 46}{space 3}0.596{col 54}{space 4}-.1553025{col 67}{space 3}  .089528
{txt}{space 7}1993  {c |}{col 14}{res}{space 2}-.0176047{col 26}{space 2} .0556767{col 37}{space 1}   -0.32{col 46}{space 3}0.752{col 54}{space 4}-.1279103{col 67}{space 3} .0927009
{txt}{space 7}1994  {c |}{col 14}{res}{space 2} .0632483{col 26}{space 2} .0510581{col 37}{space 1}    1.24{col 46}{space 3}0.218{col 54}{space 4} -.037907{col 67}{space 3} .1644037
{txt}{space 7}1995  {c |}{col 14}{res}{space 2} .0158022{col 26}{space 2} .0475043{col 37}{space 1}    0.33{col 46}{space 3}0.740{col 54}{space 4}-.0783124{col 67}{space 3} .1099168
{txt}{space 7}1996  {c |}{col 14}{res}{space 2}-.0228025{col 26}{space 2} .0487315{col 37}{space 1}   -0.47{col 46}{space 3}0.641{col 54}{space 4}-.1193483{col 67}{space 3} .0737433
{txt}{space 7}1997  {c |}{col 14}{res}{space 2} .0082192{col 26}{space 2} .0500784{col 37}{space 1}    0.16{col 46}{space 3}0.870{col 54}{space 4}-.0909951{col 67}{space 3} .1074336
{txt}{space 7}1998  {c |}{col 14}{res}{space 2} .0585762{col 26}{space 2} .0613641{col 37}{space 1}    0.95{col 46}{space 3}0.342{col 54}{space 4}-.0629971{col 67}{space 3} .1801495
{txt}{space 7}1999  {c |}{col 14}{res}{space 2} .0811347{col 26}{space 2} .0602846{col 37}{space 1}    1.35{col 46}{space 3}0.181{col 54}{space 4}-.0382999{col 67}{space 3} .2005693
{txt}{space 7}2000  {c |}{col 14}{res}{space 2} .0531638{col 26}{space 2} .0666316{col 37}{space 1}    0.80{col 46}{space 3}0.427{col 54}{space 4}-.0788454{col 67}{space 3} .1851731
{txt}{space 7}2001  {c |}{col 14}{res}{space 2} .0337828{col 26}{space 2} .0519521{col 37}{space 1}    0.65{col 46}{space 3}0.517{col 54}{space 4}-.0691436{col 67}{space 3} .1367092
{txt}{space 7}2002  {c |}{col 14}{res}{space 2} .0631764{col 26}{space 2}  .050951{col 37}{space 1}    1.24{col 46}{space 3}0.218{col 54}{space 4}-.0377668{col 67}{space 3} .1641195
{txt}{space 7}2003  {c |}{col 14}{res}{space 2} .0484687{col 26}{space 2} .0476095{col 37}{space 1}    1.02{col 46}{space 3}0.311{col 54}{space 4}-.0458543{col 67}{space 3} .1427917
{txt}{space 7}2004  {c |}{col 14}{res}{space 2}-.0693556{col 26}{space 2} .0582785{col 37}{space 1}   -1.19{col 46}{space 3}0.237{col 54}{space 4}-.1848158{col 67}{space 3} .0461045
{txt}{space 7}2005  {c |}{col 14}{res}{space 2}  .047239{col 26}{space 2} .0535343{col 37}{space 1}    0.88{col 46}{space 3}0.379{col 54}{space 4}-.0588222{col 67}{space 3} .1533002
{txt}{space 7}2006  {c |}{col 14}{res}{space 2} .0390774{col 26}{space 2} .0643825{col 37}{space 1}    0.61{col 46}{space 3}0.545{col 54}{space 4} -.088476{col 67}{space 3} .1666308
{txt}{space 7}2007  {c |}{col 14}{res}{space 2}  .064458{col 26}{space 2} .0551005{col 37}{space 1}    1.17{col 46}{space 3}0.245{col 54}{space 4}-.0447061{col 67}{space 3}  .173622
{txt}{space 7}2008  {c |}{col 14}{res}{space 2}-.0266766{col 26}{space 2} .0551794{col 37}{space 1}   -0.48{col 46}{space 3}0.630{col 54}{space 4} -.135997{col 67}{space 3} .0826439
{txt}{space 7}2009  {c |}{col 14}{res}{space 2}-.0299454{col 26}{space 2} .1096525{col 37}{space 1}   -0.27{col 46}{space 3}0.785{col 54}{space 4}-.2471867{col 67}{space 3}  .187296
{txt}{space 7}2010  {c |}{col 14}{res}{space 2} .0565016{col 26}{space 2} .1192503{col 37}{space 1}    0.47{col 46}{space 3}0.637{col 54}{space 4}-.1797548{col 67}{space 3}  .292758
{txt}{space 7}2011  {c |}{col 14}{res}{space 2}-.0767389{col 26}{space 2} .1191191{col 37}{space 1}   -0.64{col 46}{space 3}0.521{col 54}{space 4}-.3127353{col 67}{space 3} .1592575
{txt}{space 12} {c |}
{space 7}_cons {c |}{col 14}{res}{space 2} .3808626{col 26}{space 2} .1915402{col 37}{space 1}    1.99{col 46}{space 3}0.049{col 54}{space 4}  .001387{col 67}{space 3} .7603383
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Linear regression                                      Number of obs ={res}     340
                                                       {txt}F( 32,   113) ={res}    1.97
                                                       {txt}Prob > F      = {res} 0.0048
                                                       {txt}R-squared     = {res} 0.1481
                                                       {txt}Root MSE      = {res} .12526

{txt}{ralign 78:(Std. Err. adjusted for {res:114} clusters in citystabbr)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}incumbentp~t{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
DIFFusmont~h {c |}{col 14}{res}{space 2} .0109836{col 26}{space 2} .0040887{col 37}{space 1}    2.69{col 46}{space 3}0.008{col 54}{space 4} .0028831{col 67}{space 3} .0190842
{txt}unemploymo~s {c |}{col 14}{res}{space 2} .0075763{col 26}{space 2} .0260188{col 37}{space 1}    0.29{col 46}{space 3}0.771{col 54}{space 4}-.0439717{col 67}{space 3} .0591243
{txt}CENSUS2000~c {c |}{col 14}{res}{space 2} .0067521{col 26}{space 2} .0023109{col 37}{space 1}    2.92{col 46}{space 3}0.004{col 54}{space 4} .0021738{col 67}{space 3} .0113304
{txt}logCENSUS2~p {c |}{col 14}{res}{space 2} .0078753{col 26}{space 2} .0100439{col 37}{space 1}    0.78{col 46}{space 3}0.435{col 54}{space 4}-.0120234{col 67}{space 3}  .027774
{txt}CEN~cpercent {c |}{col 14}{res}{space 2}   .08646{col 26}{space 2} .0513775{col 37}{space 1}    1.68{col 46}{space 3}0.095{col 54}{space 4}-.0153281{col 67}{space 3} .1882482
{txt}CEN~kpercent {c |}{col 14}{res}{space 2} -.001219{col 26}{space 2} .0618629{col 37}{space 1}   -0.02{col 46}{space 3}0.984{col 54}{space 4}-.1237806{col 67}{space 3} .1213425
{txt}CENSUS2000~s {c |}{col 14}{res}{space 2}-.3028425{col 26}{space 2} .1741825{col 37}{space 1}   -1.74{col 46}{space 3}0.085{col 54}{space 4}-.6479295{col 67}{space 3} .0422445
{txt}CENSUS2000~e {c |}{col 14}{res}{space 2} -.001836{col 26}{space 2} .0014356{col 37}{space 1}   -1.28{col 46}{space 3}0.204{col 54}{space 4}-.0046803{col 67}{space 3} .0010082
{txt}CENSUS1990~c {c |}{col 14}{res}{space 2}-.0055968{col 26}{space 2} .0025405{col 37}{space 1}   -2.20{col 46}{space 3}0.030{col 54}{space 4}  -.01063{col 67}{space 3}-.0005637
{txt}mayorcounc~m {c |}{col 14}{res}{space 2}  .018973{col 26}{space 2} .0191152{col 37}{space 1}    0.99{col 46}{space 3}0.323{col 54}{space 4}-.0188977{col 67}{space 3} .0568436
{txt}{space 3}demvs1988 {c |}{col 14}{res}{space 2}-.0288964{col 26}{space 2} .0915183{col 37}{space 1}   -0.32{col 46}{space 3}0.753{col 54}{space 4}-.2102108{col 67}{space 3} .1524179
{txt}{space 12} {c |}
{space 8}year {c |}
{space 7}1991  {c |}{col 14}{res}{space 2} .0224136{col 26}{space 2} .0594535{col 37}{space 1}    0.38{col 46}{space 3}0.707{col 54}{space 4}-.0953745{col 67}{space 3} .1402018
{txt}{space 7}1992  {c |}{col 14}{res}{space 2}-.0343377{col 26}{space 2} .0619047{col 37}{space 1}   -0.55{col 46}{space 3}0.580{col 54}{space 4} -.156982{col 67}{space 3} .0883066
{txt}{space 7}1993  {c |}{col 14}{res}{space 2}-.0166856{col 26}{space 2} .0556196{col 37}{space 1}   -0.30{col 46}{space 3}0.765{col 54}{space 4} -.126878{col 67}{space 3} .0935068
{txt}{space 7}1994  {c |}{col 14}{res}{space 2} .0616102{col 26}{space 2} .0508562{col 37}{space 1}    1.21{col 46}{space 3}0.228{col 54}{space 4}-.0391452{col 67}{space 3} .1623656
{txt}{space 7}1995  {c |}{col 14}{res}{space 2} .0173625{col 26}{space 2}   .04709{col 37}{space 1}    0.37{col 46}{space 3}0.713{col 54}{space 4}-.0759313{col 67}{space 3} .1106562
{txt}{space 7}1996  {c |}{col 14}{res}{space 2}-.0241678{col 26}{space 2} .0487017{col 37}{space 1}   -0.50{col 46}{space 3}0.621{col 54}{space 4}-.1206547{col 67}{space 3} .0723191
{txt}{space 7}1997  {c |}{col 14}{res}{space 2}  .006824{col 26}{space 2} .0500835{col 37}{space 1}    0.14{col 46}{space 3}0.892{col 54}{space 4}-.0924005{col 67}{space 3} .1060486
{txt}{space 7}1998  {c |}{col 14}{res}{space 2} .0582251{col 26}{space 2} .0614801{col 37}{space 1}    0.95{col 46}{space 3}0.346{col 54}{space 4} -.063578{col 67}{space 3} .1800282
{txt}{space 7}1999  {c |}{col 14}{res}{space 2} .0761696{col 26}{space 2}  .060306{col 37}{space 1}    1.26{col 46}{space 3}0.209{col 54}{space 4}-.0433073{col 67}{space 3} .1956466
{txt}{space 7}2000  {c |}{col 14}{res}{space 2} .0522252{col 26}{space 2} .0669083{col 37}{space 1}    0.78{col 46}{space 3}0.437{col 54}{space 4}-.0803323{col 67}{space 3} .1847826
{txt}{space 7}2001  {c |}{col 14}{res}{space 2} .0331742{col 26}{space 2} .0518689{col 37}{space 1}    0.64{col 46}{space 3}0.524{col 54}{space 4}-.0695874{col 67}{space 3} .1359357
{txt}{space 7}2002  {c |}{col 14}{res}{space 2} .0623825{col 26}{space 2} .0508146{col 37}{space 1}    1.23{col 46}{space 3}0.222{col 54}{space 4}-.0382904{col 67}{space 3} .1630554
{txt}{space 7}2003  {c |}{col 14}{res}{space 2} .0477229{col 26}{space 2} .0474551{col 37}{space 1}    1.01{col 46}{space 3}0.317{col 54}{space 4}-.0462942{col 67}{space 3} .1417399
{txt}{space 7}2004  {c |}{col 14}{res}{space 2}-.0698206{col 26}{space 2} .0584337{col 37}{space 1}   -1.19{col 46}{space 3}0.235{col 54}{space 4}-.1855882{col 67}{space 3} .0459471
{txt}{space 7}2005  {c |}{col 14}{res}{space 2} .0375491{col 26}{space 2} .0535399{col 37}{space 1}    0.70{col 46}{space 3}0.485{col 54}{space 4}-.0685231{col 67}{space 3} .1436214
{txt}{space 7}2006  {c |}{col 14}{res}{space 2} .0385925{col 26}{space 2} .0644316{col 37}{space 1}    0.60{col 46}{space 3}0.550{col 54}{space 4}-.0890581{col 67}{space 3} .1662431
{txt}{space 7}2007  {c |}{col 14}{res}{space 2}  .063166{col 26}{space 2} .0552807{col 37}{space 1}    1.14{col 46}{space 3}0.256{col 54}{space 4}-.0463549{col 67}{space 3}  .172687
{txt}{space 7}2008  {c |}{col 14}{res}{space 2}-.0267728{col 26}{space 2} .0551966{col 37}{space 1}   -0.49{col 46}{space 3}0.629{col 54}{space 4}-.1361272{col 67}{space 3} .0825817
{txt}{space 7}2009  {c |}{col 14}{res}{space 2}  -.03021{col 26}{space 2} .1094335{col 37}{space 1}   -0.28{col 46}{space 3}0.783{col 54}{space 4}-.2470175{col 67}{space 3} .1865974
{txt}{space 7}2010  {c |}{col 14}{res}{space 2}  .056367{col 26}{space 2} .1197727{col 37}{space 1}    0.47{col 46}{space 3}0.639{col 54}{space 4}-.1809242{col 67}{space 3} .2936582
{txt}{space 7}2011  {c |}{col 14}{res}{space 2}-.0770877{col 26}{space 2} .1189438{col 37}{space 1}   -0.65{col 46}{space 3}0.518{col 54}{space 4}-.3127368{col 67}{space 3} .1585613
{txt}{space 12} {c |}
{space 7}_cons {c |}{col 14}{res}{space 2} .3793037{col 26}{space 2} .1909917{col 37}{space 1}    1.99{col 46}{space 3}0.049{col 54}{space 4} .0009147{col 67}{space 3} .7576927
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Linear regression                                      Number of obs ={res}     337
                                                       {txt}F( 32,   113) ={res}    2.06
                                                       {txt}Prob > F      = {res} 0.0030
                                                       {txt}R-squared     = {res} 0.1562
                                                       {txt}Root MSE      = {res} .12468

{txt}{ralign 78:(Std. Err. adjusted for {res:114} clusters in citystabbr)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}incumbentp~t{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
DIFFusmont~h {c |}{col 14}{res}{space 2} .0111195{col 26}{space 2}  .004045{col 37}{space 1}    2.75{col 46}{space 3}0.007{col 54}{space 4} .0031056{col 67}{space 3} .0191333
{txt}unemploymo~s {c |}{col 14}{res}{space 2} .0010959{col 26}{space 2} .0256117{col 37}{space 1}    0.04{col 46}{space 3}0.966{col 54}{space 4}-.0496454{col 67}{space 3} .0518372
{txt}CENSUS2000~c {c |}{col 14}{res}{space 2} .0069651{col 26}{space 2} .0022912{col 37}{space 1}    3.04{col 46}{space 3}0.003{col 54}{space 4} .0024258{col 67}{space 3} .0115044
{txt}logCENSUS2~p {c |}{col 14}{res}{space 2} .0086837{col 26}{space 2} .0101374{col 37}{space 1}    0.86{col 46}{space 3}0.393{col 54}{space 4}-.0114004{col 67}{space 3} .0287678
{txt}CEN~cpercent {c |}{col 14}{res}{space 2} .0857814{col 26}{space 2} .0514932{col 37}{space 1}    1.67{col 46}{space 3}0.099{col 54}{space 4}-.0162358{col 67}{space 3} .1877986
{txt}CEN~kpercent {c |}{col 14}{res}{space 2}-.0016039{col 26}{space 2} .0615863{col 37}{space 1}   -0.03{col 46}{space 3}0.979{col 54}{space 4}-.1236174{col 67}{space 3} .1204096
{txt}CENSUS2000~s {c |}{col 14}{res}{space 2}-.3421284{col 26}{space 2} .1720977{col 37}{space 1}   -1.99{col 46}{space 3}0.049{col 54}{space 4}-.6830849{col 67}{space 3}-.0011719
{txt}CENSUS2000~e {c |}{col 14}{res}{space 2}-.0018396{col 26}{space 2} .0014322{col 37}{space 1}   -1.28{col 46}{space 3}0.202{col 54}{space 4}-.0046771{col 67}{space 3} .0009979
{txt}CENSUS1990~c {c |}{col 14}{res}{space 2}-.0053304{col 26}{space 2}  .002525{col 37}{space 1}   -2.11{col 46}{space 3}0.037{col 54}{space 4}-.0103329{col 67}{space 3}-.0003279
{txt}mayorcounc~m {c |}{col 14}{res}{space 2} .0229989{col 26}{space 2} .0189442{col 37}{space 1}    1.21{col 46}{space 3}0.227{col 54}{space 4} -.014533{col 67}{space 3} .0605308
{txt}{space 3}demvs1988 {c |}{col 14}{res}{space 2}-.0338849{col 26}{space 2} .0906813{col 37}{space 1}   -0.37{col 46}{space 3}0.709{col 54}{space 4}-.2135408{col 67}{space 3}  .145771
{txt}{space 12} {c |}
{space 8}year {c |}
{space 7}1991  {c |}{col 14}{res}{space 2} .0326719{col 26}{space 2} .0589317{col 37}{space 1}    0.55{col 46}{space 3}0.580{col 54}{space 4}-.0840824{col 67}{space 3} .1494262
{txt}{space 7}1992  {c |}{col 14}{res}{space 2}-.0228479{col 26}{space 2} .0617443{col 37}{space 1}   -0.37{col 46}{space 3}0.712{col 54}{space 4}-.1451745{col 67}{space 3} .0994787
{txt}{space 7}1993  {c |}{col 14}{res}{space 2}-.0059117{col 26}{space 2} .0554081{col 37}{space 1}   -0.11{col 46}{space 3}0.915{col 54}{space 4}-.1156851{col 67}{space 3} .1038618
{txt}{space 7}1994  {c |}{col 14}{res}{space 2} .0410301{col 26}{space 2} .0471976{col 37}{space 1}    0.87{col 46}{space 3}0.387{col 54}{space 4}-.0524768{col 67}{space 3} .1345371
{txt}{space 7}1995  {c |}{col 14}{res}{space 2}  .019563{col 26}{space 2} .0470819{col 37}{space 1}    0.42{col 46}{space 3}0.679{col 54}{space 4}-.0737147{col 67}{space 3} .1128408
{txt}{space 7}1996  {c |}{col 14}{res}{space 2}-.0265425{col 26}{space 2} .0486712{col 37}{space 1}   -0.55{col 46}{space 3}0.587{col 54}{space 4} -.122969{col 67}{space 3}  .069884
{txt}{space 7}1997  {c |}{col 14}{res}{space 2} .0045003{col 26}{space 2} .0498998{col 37}{space 1}    0.09{col 46}{space 3}0.928{col 54}{space 4}-.0943602{col 67}{space 3} .1033609
{txt}{space 7}1998  {c |}{col 14}{res}{space 2} .0514472{col 26}{space 2} .0612564{col 37}{space 1}    0.84{col 46}{space 3}0.403{col 54}{space 4}-.0699128{col 67}{space 3} .1728072
{txt}{space 7}1999  {c |}{col 14}{res}{space 2} .0691262{col 26}{space 2} .0600559{col 37}{space 1}    1.15{col 46}{space 3}0.252{col 54}{space 4}-.0498554{col 67}{space 3} .1881078
{txt}{space 7}2000  {c |}{col 14}{res}{space 2} .0235759{col 26}{space 2} .0621273{col 37}{space 1}    0.38{col 46}{space 3}0.705{col 54}{space 4}-.0995096{col 67}{space 3} .1466614
{txt}{space 7}2001  {c |}{col 14}{res}{space 2} .0338693{col 26}{space 2} .0519747{col 37}{space 1}    0.65{col 46}{space 3}0.516{col 54}{space 4}-.0691018{col 67}{space 3} .1368405
{txt}{space 7}2002  {c |}{col 14}{res}{space 2} .0642866{col 26}{space 2} .0507846{col 37}{space 1}    1.27{col 46}{space 3}0.208{col 54}{space 4}-.0363268{col 67}{space 3} .1649001
{txt}{space 7}2003  {c |}{col 14}{res}{space 2} .0546211{col 26}{space 2} .0481627{col 37}{space 1}    1.13{col 46}{space 3}0.259{col 54}{space 4}-.0407979{col 67}{space 3}   .15004
{txt}{space 7}2004  {c |}{col 14}{res}{space 2}-.0698193{col 26}{space 2} .0581366{col 37}{space 1}   -1.20{col 46}{space 3}0.232{col 54}{space 4}-.1849984{col 67}{space 3} .0453598
{txt}{space 7}2005  {c |}{col 14}{res}{space 2} .0366463{col 26}{space 2}  .053855{col 37}{space 1}    0.68{col 46}{space 3}0.498{col 54}{space 4}-.0700501{col 67}{space 3} .1433427
{txt}{space 7}2006  {c |}{col 14}{res}{space 2} .0262721{col 26}{space 2} .0655886{col 37}{space 1}    0.40{col 46}{space 3}0.690{col 54}{space 4}-.1036708{col 67}{space 3} .1562149
{txt}{space 7}2007  {c |}{col 14}{res}{space 2} .0585604{col 26}{space 2} .0551731{col 37}{space 1}    1.06{col 46}{space 3}0.291{col 54}{space 4}-.0507475{col 67}{space 3} .1678683
{txt}{space 7}2008  {c |}{col 14}{res}{space 2}-.0227503{col 26}{space 2} .0553448{col 37}{space 1}   -0.41{col 46}{space 3}0.682{col 54}{space 4}-.1323984{col 67}{space 3} .0868978
{txt}{space 7}2009  {c |}{col 14}{res}{space 2} -.001828{col 26}{space 2} .1089617{col 37}{space 1}   -0.02{col 46}{space 3}0.987{col 54}{space 4}-.2177008{col 67}{space 3} .2140448
{txt}{space 7}2010  {c |}{col 14}{res}{space 2} .0843205{col 26}{space 2} .1178143{col 37}{space 1}    0.72{col 46}{space 3}0.476{col 54}{space 4} -.149091{col 67}{space 3} .3177319
{txt}{space 7}2011  {c |}{col 14}{res}{space 2}-.0539984{col 26}{space 2} .1179467{col 37}{space 1}   -0.46{col 46}{space 3}0.648{col 54}{space 4} -.287672{col 67}{space 3} .1796752
{txt}{space 12} {c |}
{space 7}_cons {c |}{col 14}{res}{space 2} .3949086{col 26}{space 2} .1939223{col 37}{space 1}    2.04{col 46}{space 3}0.044{col 54}{space 4} .0107135{col 67}{space 3} .7791036
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Linear regression                                      Number of obs ={res}     338
                                                       {txt}F( 32,   113) ={res}    2.00
                                                       {txt}Prob > F      = {res} 0.0041
                                                       {txt}R-squared     = {res} 0.1495
                                                       {txt}Root MSE      = {res} .12562

{txt}{ralign 78:(Std. Err. adjusted for {res:114} clusters in citystabbr)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}incumbentp~t{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
DIFFusmont~h {c |}{col 14}{res}{space 2} .0109313{col 26}{space 2} .0040929{col 37}{space 1}    2.67{col 46}{space 3}0.009{col 54}{space 4} .0028225{col 67}{space 3} .0190401
{txt}unemploymo~s {c |}{col 14}{res}{space 2} .0075597{col 26}{space 2}  .025872{col 37}{space 1}    0.29{col 46}{space 3}0.771{col 54}{space 4}-.0436974{col 67}{space 3} .0588168
{txt}CENSUS2000~c {c |}{col 14}{res}{space 2} .0067481{col 26}{space 2} .0023013{col 37}{space 1}    2.93{col 46}{space 3}0.004{col 54}{space 4} .0021888{col 67}{space 3} .0113074
{txt}logCENSUS2~p {c |}{col 14}{res}{space 2} .0076583{col 26}{space 2}   .01005{col 37}{space 1}    0.76{col 46}{space 3}0.448{col 54}{space 4}-.0122526{col 67}{space 3} .0275693
{txt}CEN~cpercent {c |}{col 14}{res}{space 2} .0846797{col 26}{space 2} .0522775{col 37}{space 1}    1.62{col 46}{space 3}0.108{col 54}{space 4}-.0188916{col 67}{space 3} .1882509
{txt}CEN~kpercent {c |}{col 14}{res}{space 2}-.0023866{col 26}{space 2} .0619757{col 37}{space 1}   -0.04{col 46}{space 3}0.969{col 54}{space 4}-.1251716{col 67}{space 3} .1203984
{txt}CENSUS2000~s {c |}{col 14}{res}{space 2}-.3073642{col 26}{space 2} .1748818{col 37}{space 1}   -1.76{col 46}{space 3}0.082{col 54}{space 4}-.6538366{col 67}{space 3} .0391081
{txt}CENSUS2000~e {c |}{col 14}{res}{space 2} -.001836{col 26}{space 2} .0014284{col 37}{space 1}   -1.29{col 46}{space 3}0.201{col 54}{space 4}-.0046659{col 67}{space 3} .0009939
{txt}CENSUS1990~c {c |}{col 14}{res}{space 2}-.0055624{col 26}{space 2} .0025417{col 37}{space 1}   -2.19{col 46}{space 3}0.031{col 54}{space 4} -.010598{col 67}{space 3}-.0005269
{txt}mayorcounc~m {c |}{col 14}{res}{space 2} .0196656{col 26}{space 2} .0193551{col 37}{space 1}    1.02{col 46}{space 3}0.312{col 54}{space 4}-.0186803{col 67}{space 3} .0580116
{txt}{space 3}demvs1988 {c |}{col 14}{res}{space 2}-.0307088{col 26}{space 2} .0921359{col 37}{space 1}   -0.33{col 46}{space 3}0.740{col 54}{space 4}-.2132466{col 67}{space 3}  .151829
{txt}{space 12} {c |}
{space 8}year {c |}
{space 7}1991  {c |}{col 14}{res}{space 2}  .024835{col 26}{space 2} .0602269{col 37}{space 1}    0.41{col 46}{space 3}0.681{col 54}{space 4}-.0944854{col 67}{space 3} .1441554
{txt}{space 7}1992  {c |}{col 14}{res}{space 2}-.0342758{col 26}{space 2} .0617726{col 37}{space 1}   -0.55{col 46}{space 3}0.580{col 54}{space 4}-.1566585{col 67}{space 3} .0881068
{txt}{space 7}1993  {c |}{col 14}{res}{space 2}-.0162504{col 26}{space 2} .0556094{col 37}{space 1}   -0.29{col 46}{space 3}0.771{col 54}{space 4}-.1264227{col 67}{space 3} .0939218
{txt}{space 7}1994  {c |}{col 14}{res}{space 2} .0617565{col 26}{space 2} .0509448{col 37}{space 1}    1.21{col 46}{space 3}0.228{col 54}{space 4}-.0391742{col 67}{space 3} .1626873
{txt}{space 7}1995  {c |}{col 14}{res}{space 2} .0165663{col 26}{space 2} .0477844{col 37}{space 1}    0.35{col 46}{space 3}0.729{col 54}{space 4}-.0781033{col 67}{space 3} .1112359
{txt}{space 7}1996  {c |}{col 14}{res}{space 2}-.0242303{col 26}{space 2} .0487284{col 37}{space 1}   -0.50{col 46}{space 3}0.620{col 54}{space 4}-.1207701{col 67}{space 3} .0723095
{txt}{space 7}1997  {c |}{col 14}{res}{space 2} .0071353{col 26}{space 2} .0502078{col 37}{space 1}    0.14{col 46}{space 3}0.887{col 54}{space 4}-.0923355{col 67}{space 3} .1066061
{txt}{space 7}1998  {c |}{col 14}{res}{space 2} .0583123{col 26}{space 2} .0614023{col 37}{space 1}    0.95{col 46}{space 3}0.344{col 54}{space 4}-.0633367{col 67}{space 3} .1799613
{txt}{space 7}1999  {c |}{col 14}{res}{space 2} .0764465{col 26}{space 2} .0602313{col 37}{space 1}    1.27{col 46}{space 3}0.207{col 54}{space 4}-.0428827{col 67}{space 3} .1957756
{txt}{space 7}2000  {c |}{col 14}{res}{space 2} .0521835{col 26}{space 2} .0667389{col 37}{space 1}    0.78{col 46}{space 3}0.436{col 54}{space 4}-.0800384{col 67}{space 3} .1844054
{txt}{space 7}2001  {c |}{col 14}{res}{space 2} .0334513{col 26}{space 2}  .051899{col 37}{space 1}    0.64{col 46}{space 3}0.521{col 54}{space 4}  -.06937{col 67}{space 3} .1362725
{txt}{space 7}2002  {c |}{col 14}{res}{space 2} .0624624{col 26}{space 2} .0508741{col 37}{space 1}    1.23{col 46}{space 3}0.222{col 54}{space 4}-.0383283{col 67}{space 3} .1632531
{txt}{space 7}2003  {c |}{col 14}{res}{space 2} .0508054{col 26}{space 2} .0485536{col 37}{space 1}    1.05{col 46}{space 3}0.298{col 54}{space 4}-.0453881{col 67}{space 3} .1469989
{txt}{space 7}2004  {c |}{col 14}{res}{space 2}-.0698359{col 26}{space 2} .0584151{col 37}{space 1}   -1.20{col 46}{space 3}0.234{col 54}{space 4}-.1855667{col 67}{space 3} .0458949
{txt}{space 7}2005  {c |}{col 14}{res}{space 2} .0379077{col 26}{space 2} .0536197{col 37}{space 1}    0.71{col 46}{space 3}0.481{col 54}{space 4}-.0683225{col 67}{space 3} .1441379
{txt}{space 7}2006  {c |}{col 14}{res}{space 2} .0385442{col 26}{space 2} .0643204{col 37}{space 1}    0.60{col 46}{space 3}0.550{col 54}{space 4}-.0888861{col 67}{space 3} .1659745
{txt}{space 7}2007  {c |}{col 14}{res}{space 2} .0633272{col 26}{space 2}  .055214{col 37}{space 1}    1.15{col 46}{space 3}0.254{col 54}{space 4}-.0460617{col 67}{space 3} .1727162
{txt}{space 7}2008  {c |}{col 14}{res}{space 2}-.0266846{col 26}{space 2} .0552308{col 37}{space 1}   -0.48{col 46}{space 3}0.630{col 54}{space 4}-.1361067{col 67}{space 3} .0827375
{txt}{space 7}2009  {c |}{col 14}{res}{space 2}-.0301058{col 26}{space 2} .1097417{col 37}{space 1}   -0.27{col 46}{space 3}0.784{col 54}{space 4}-.2475239{col 67}{space 3} .1873123
{txt}{space 7}2010  {c |}{col 14}{res}{space 2} .0564518{col 26}{space 2} .1193719{col 37}{space 1}    0.47{col 46}{space 3}0.637{col 54}{space 4}-.1800454{col 67}{space 3}  .292949
{txt}{space 7}2011  {c |}{col 14}{res}{space 2}-.0769404{col 26}{space 2} .1193961{col 37}{space 1}   -0.64{col 46}{space 3}0.521{col 54}{space 4}-.3134856{col 67}{space 3} .1596047
{txt}{space 12} {c |}
{space 7}_cons {c |}{col 14}{res}{space 2} .3829872{col 26}{space 2} .1913692{col 37}{space 1}    2.00{col 46}{space 3}0.048{col 54}{space 4} .0038502{col 67}{space 3} .7621241
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Linear regression                                      Number of obs ={res}     336
                                                       {txt}F( 32,   113) ={res}    2.29
                                                       {txt}Prob > F      = {res} 0.0007
                                                       {txt}R-squared     = {res} 0.1628
                                                       {txt}Root MSE      = {res} .12459

{txt}{ralign 78:(Std. Err. adjusted for {res:114} clusters in citystabbr)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}incumbentp~t{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
DIFFusmont~h {c |}{col 14}{res}{space 2} .0125947{col 26}{space 2} .0039815{col 37}{space 1}    3.16{col 46}{space 3}0.002{col 54}{space 4} .0047067{col 67}{space 3} .0204827
{txt}unemploymo~s {c |}{col 14}{res}{space 2} .0052769{col 26}{space 2} .0262566{col 37}{space 1}    0.20{col 46}{space 3}0.841{col 54}{space 4}-.0467421{col 67}{space 3} .0572959
{txt}CENSUS2000~c {c |}{col 14}{res}{space 2} .0083884{col 26}{space 2} .0022983{col 37}{space 1}    3.65{col 46}{space 3}0.000{col 54}{space 4}  .003835{col 67}{space 3} .0129418
{txt}logCENSUS2~p {c |}{col 14}{res}{space 2} .0059399{col 26}{space 2} .0099994{col 37}{space 1}    0.59{col 46}{space 3}0.554{col 54}{space 4}-.0138708{col 67}{space 3} .0257505
{txt}CEN~cpercent {c |}{col 14}{res}{space 2} .0862574{col 26}{space 2} .0517481{col 37}{space 1}    1.67{col 46}{space 3}0.098{col 54}{space 4}-.0162648{col 67}{space 3} .1887797
{txt}CEN~kpercent {c |}{col 14}{res}{space 2} .0183377{col 26}{space 2} .0611304{col 37}{space 1}    0.30{col 46}{space 3}0.765{col 54}{space 4}-.1027727{col 67}{space 3} .1394482
{txt}CENSUS2000~s {c |}{col 14}{res}{space 2}-.3981397{col 26}{space 2} .1676409{col 37}{space 1}   -2.37{col 46}{space 3}0.019{col 54}{space 4}-.7302666{col 67}{space 3}-.0660128
{txt}CENSUS2000~e {c |}{col 14}{res}{space 2}-.0015165{col 26}{space 2} .0014175{col 37}{space 1}   -1.07{col 46}{space 3}0.287{col 54}{space 4}-.0043248{col 67}{space 3} .0012918
{txt}CENSUS1990~c {c |}{col 14}{res}{space 2}-.0062817{col 26}{space 2} .0026304{col 37}{space 1}   -2.39{col 46}{space 3}0.019{col 54}{space 4}-.0114929{col 67}{space 3}-.0010704
{txt}mayorcounc~m {c |}{col 14}{res}{space 2} .0186759{col 26}{space 2} .0187476{col 37}{space 1}    1.00{col 46}{space 3}0.321{col 54}{space 4}-.0184665{col 67}{space 3} .0558183
{txt}{space 3}demvs1988 {c |}{col 14}{res}{space 2} .0238533{col 26}{space 2} .0910396{col 37}{space 1}    0.26{col 46}{space 3}0.794{col 54}{space 4}-.1565126{col 67}{space 3} .2042192
{txt}{space 12} {c |}
{space 8}year {c |}
{space 7}1991  {c |}{col 14}{res}{space 2}  .033489{col 26}{space 2} .0599779{col 37}{space 1}    0.56{col 46}{space 3}0.578{col 54}{space 4}-.0853379{col 67}{space 3}  .152316
{txt}{space 7}1992  {c |}{col 14}{res}{space 2}-.0332359{col 26}{space 2} .0633871{col 37}{space 1}   -0.52{col 46}{space 3}0.601{col 54}{space 4}-.1588171{col 67}{space 3} .0923453
{txt}{space 7}1993  {c |}{col 14}{res}{space 2}-.0065955{col 26}{space 2} .0551216{col 37}{space 1}   -0.12{col 46}{space 3}0.905{col 54}{space 4}-.1158015{col 67}{space 3} .1026104
{txt}{space 7}1994  {c |}{col 14}{res}{space 2} .0862322{col 26}{space 2} .0495526{col 37}{space 1}    1.74{col 46}{space 3}0.085{col 54}{space 4}-.0119404{col 67}{space 3} .1844048
{txt}{space 7}1995  {c |}{col 14}{res}{space 2} .0211188{col 26}{space 2} .0482375{col 37}{space 1}    0.44{col 46}{space 3}0.662{col 54}{space 4}-.0744484{col 67}{space 3} .1166861
{txt}{space 7}1996  {c |}{col 14}{res}{space 2}  -.02466{col 26}{space 2} .0514871{col 37}{space 1}   -0.48{col 46}{space 3}0.633{col 54}{space 4}-.1266653{col 67}{space 3} .0773453
{txt}{space 7}1997  {c |}{col 14}{res}{space 2} .0107635{col 26}{space 2} .0517945{col 37}{space 1}    0.21{col 46}{space 3}0.836{col 54}{space 4}-.0918507{col 67}{space 3} .1133776
{txt}{space 7}1998  {c |}{col 14}{res}{space 2} .0567195{col 26}{space 2}  .062718{col 37}{space 1}    0.90{col 46}{space 3}0.368{col 54}{space 4}-.0675362{col 67}{space 3} .1809752
{txt}{space 7}1999  {c |}{col 14}{res}{space 2} .0764778{col 26}{space 2} .0624093{col 37}{space 1}    1.23{col 46}{space 3}0.223{col 54}{space 4}-.0471663{col 67}{space 3} .2001219
{txt}{space 7}2000  {c |}{col 14}{res}{space 2} .0562393{col 26}{space 2} .0689029{col 37}{space 1}    0.82{col 46}{space 3}0.416{col 54}{space 4}-.0802698{col 67}{space 3} .1927483
{txt}{space 7}2001  {c |}{col 14}{res}{space 2} .0387223{col 26}{space 2} .0530511{col 37}{space 1}    0.73{col 46}{space 3}0.467{col 54}{space 4}-.0663815{col 67}{space 3} .1438261
{txt}{space 7}2002  {c |}{col 14}{res}{space 2} .0613315{col 26}{space 2} .0516829{col 37}{space 1}    1.19{col 46}{space 3}0.238{col 54}{space 4}-.0410616{col 67}{space 3} .1637246
{txt}{space 7}2003  {c |}{col 14}{res}{space 2} .0551354{col 26}{space 2} .0477049{col 37}{space 1}    1.16{col 46}{space 3}0.250{col 54}{space 4}-.0393767{col 67}{space 3} .1496474
{txt}{space 7}2004  {c |}{col 14}{res}{space 2}-.0667722{col 26}{space 2} .0589995{col 37}{space 1}   -1.13{col 46}{space 3}0.260{col 54}{space 4}-.1836608{col 67}{space 3} .0501164
{txt}{space 7}2005  {c |}{col 14}{res}{space 2}  .040843{col 26}{space 2} .0546204{col 37}{space 1}    0.75{col 46}{space 3}0.456{col 54}{space 4}  -.06737{col 67}{space 3}  .149056
{txt}{space 7}2006  {c |}{col 14}{res}{space 2} .0361849{col 26}{space 2} .0653003{col 37}{space 1}    0.55{col 46}{space 3}0.581{col 54}{space 4}-.0931868{col 67}{space 3} .1655565
{txt}{space 7}2007  {c |}{col 14}{res}{space 2} .0657904{col 26}{space 2} .0570521{col 37}{space 1}    1.15{col 46}{space 3}0.251{col 54}{space 4}-.0472401{col 67}{space 3}  .178821
{txt}{space 7}2008  {c |}{col 14}{res}{space 2}-.0043677{col 26}{space 2} .0567274{col 37}{space 1}   -0.08{col 46}{space 3}0.939{col 54}{space 4}-.1167548{col 67}{space 3} .1080195
{txt}{space 7}2009  {c |}{col 14}{res}{space 2} -.014337{col 26}{space 2} .1094397{col 37}{space 1}   -0.13{col 46}{space 3}0.896{col 54}{space 4}-.2311567{col 67}{space 3} .2024827
{txt}{space 7}2010  {c |}{col 14}{res}{space 2} .0682466{col 26}{space 2} .1192006{col 37}{space 1}    0.57{col 46}{space 3}0.568{col 54}{space 4}-.1679112{col 67}{space 3} .3044045
{txt}{space 7}2011  {c |}{col 14}{res}{space 2}-.0612904{col 26}{space 2} .1174638{col 37}{space 1}   -0.52{col 46}{space 3}0.603{col 54}{space 4}-.2940074{col 67}{space 3} .1714267
{txt}{space 12} {c |}
{space 7}_cons {c |}{col 14}{res}{space 2} .3526532{col 26}{space 2} .1960806{col 37}{space 1}    1.80{col 46}{space 3}0.075{col 54}{space 4}-.0358178{col 67}{space 3} .7411242
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Linear regression                                      Number of obs ={res}     339
                                                       {txt}F( 32,   113) ={res}    1.96
                                                       {txt}Prob > F      = {res} 0.0053
                                                       {txt}R-squared     = {res} 0.1302
                                                       {txt}Root MSE      = {res} .12455

{txt}{ralign 78:(Std. Err. adjusted for {res:114} clusters in citystabbr)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}incumbentp~t{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
DIFFusmont~h {c |}{col 14}{res}{space 2} .0089248{col 26}{space 2} .0039706{col 37}{space 1}    2.25{col 46}{space 3}0.027{col 54}{space 4} .0010583{col 67}{space 3} .0167912
{txt}unemploymo~s {c |}{col 14}{res}{space 2} .0097296{col 26}{space 2} .0258525{col 37}{space 1}    0.38{col 46}{space 3}0.707{col 54}{space 4}-.0414889{col 67}{space 3} .0609482
{txt}CENSUS2000~c {c |}{col 14}{res}{space 2} .0064121{col 26}{space 2} .0022464{col 37}{space 1}    2.85{col 46}{space 3}0.005{col 54}{space 4} .0019615{col 67}{space 3} .0108626
{txt}logCENSUS2~p {c |}{col 14}{res}{space 2}  .009522{col 26}{space 2} .0101776{col 37}{space 1}    0.94{col 46}{space 3}0.351{col 54}{space 4}-.0106417{col 67}{space 3} .0296857
{txt}CEN~cpercent {c |}{col 14}{res}{space 2} .0776382{col 26}{space 2} .0505505{col 37}{space 1}    1.54{col 46}{space 3}0.127{col 54}{space 4}-.0225114{col 67}{space 3} .1777879
{txt}CEN~kpercent {c |}{col 14}{res}{space 2}-.0205509{col 26}{space 2} .0601222{col 37}{space 1}   -0.34{col 46}{space 3}0.733{col 54}{space 4}-.1396639{col 67}{space 3}  .098562
{txt}CENSUS2000~s {c |}{col 14}{res}{space 2}-.2655695{col 26}{space 2} .1730474{col 37}{space 1}   -1.53{col 46}{space 3}0.128{col 54}{space 4}-.6084075{col 67}{space 3} .0772686
{txt}CENSUS2000~e {c |}{col 14}{res}{space 2}-.0020104{col 26}{space 2} .0014284{col 37}{space 1}   -1.41{col 46}{space 3}0.162{col 54}{space 4}-.0048403{col 67}{space 3} .0008195
{txt}CENSUS1990~c {c |}{col 14}{res}{space 2}-.0055545{col 26}{space 2}  .002485{col 37}{space 1}   -2.24{col 46}{space 3}0.027{col 54}{space 4}-.0104777{col 67}{space 3}-.0006312
{txt}mayorcounc~m {c |}{col 14}{res}{space 2} .0148857{col 26}{space 2} .0191696{col 37}{space 1}    0.78{col 46}{space 3}0.439{col 54}{space 4}-.0230927{col 67}{space 3} .0528642
{txt}{space 3}demvs1988 {c |}{col 14}{res}{space 2}-.0234368{col 26}{space 2} .0912869{col 37}{space 1}   -0.26{col 46}{space 3}0.798{col 54}{space 4}-.2042926{col 67}{space 3}  .157419
{txt}{space 12} {c |}
{space 8}year {c |}
{space 7}1991  {c |}{col 14}{res}{space 2}   .01808{col 26}{space 2} .0583933{col 37}{space 1}    0.31{col 46}{space 3}0.757{col 54}{space 4}-.0976077{col 67}{space 3} .1337677
{txt}{space 7}1992  {c |}{col 14}{res}{space 2}-.0364969{col 26}{space 2} .0613044{col 37}{space 1}   -0.60{col 46}{space 3}0.553{col 54}{space 4}-.1579521{col 67}{space 3} .0849583
{txt}{space 7}1993  {c |}{col 14}{res}{space 2}-.0233259{col 26}{space 2}  .055002{col 37}{space 1}   -0.42{col 46}{space 3}0.672{col 54}{space 4}-.1322948{col 67}{space 3} .0856431
{txt}{space 7}1994  {c |}{col 14}{res}{space 2} .0574883{col 26}{space 2} .0501902{col 37}{space 1}    1.15{col 46}{space 3}0.254{col 54}{space 4}-.0419475{col 67}{space 3} .1569241
{txt}{space 7}1995  {c |}{col 14}{res}{space 2} .0141452{col 26}{space 2} .0466864{col 37}{space 1}    0.30{col 46}{space 3}0.762{col 54}{space 4}-.0783489{col 67}{space 3} .1066394
{txt}{space 7}1996  {c |}{col 14}{res}{space 2}  -.01508{col 26}{space 2}  .048624{col 37}{space 1}   -0.31{col 46}{space 3}0.757{col 54}{space 4} -.111413{col 67}{space 3} .0812529
{txt}{space 7}1997  {c |}{col 14}{res}{space 2} .0043402{col 26}{space 2} .0498606{col 37}{space 1}    0.09{col 46}{space 3}0.931{col 54}{space 4}-.0944427{col 67}{space 3} .1031232
{txt}{space 7}1998  {c |}{col 14}{res}{space 2} .0600098{col 26}{space 2} .0609719{col 37}{space 1}    0.98{col 46}{space 3}0.327{col 54}{space 4}-.0607866{col 67}{space 3} .1808062
{txt}{space 7}1999  {c |}{col 14}{res}{space 2} .0754211{col 26}{space 2} .0601086{col 37}{space 1}    1.25{col 46}{space 3}0.212{col 54}{space 4}-.0436649{col 67}{space 3}  .194507
{txt}{space 7}2000  {c |}{col 14}{res}{space 2} .0553171{col 26}{space 2} .0661057{col 37}{space 1}    0.84{col 46}{space 3}0.404{col 54}{space 4}-.0756502{col 67}{space 3} .1862843
{txt}{space 7}2001  {c |}{col 14}{res}{space 2} .0296184{col 26}{space 2} .0515525{col 37}{space 1}    0.57{col 46}{space 3}0.567{col 54}{space 4}-.0725165{col 67}{space 3} .1317532
{txt}{space 7}2002  {c |}{col 14}{res}{space 2} .0588921{col 26}{space 2} .0507193{col 37}{space 1}    1.16{col 46}{space 3}0.248{col 54}{space 4}-.0415921{col 67}{space 3} .1593762
{txt}{space 7}2003  {c |}{col 14}{res}{space 2} .0416212{col 26}{space 2} .0470948{col 37}{space 1}    0.88{col 46}{space 3}0.379{col 54}{space 4}-.0516821{col 67}{space 3} .1349245
{txt}{space 7}2004  {c |}{col 14}{res}{space 2}-.0528951{col 26}{space 2} .0580519{col 37}{space 1}   -0.91{col 46}{space 3}0.364{col 54}{space 4}-.1679064{col 67}{space 3} .0621162
{txt}{space 7}2005  {c |}{col 14}{res}{space 2} .0329408{col 26}{space 2} .0533594{col 37}{space 1}    0.62{col 46}{space 3}0.538{col 54}{space 4}-.0727738{col 67}{space 3} .1386554
{txt}{space 7}2006  {c |}{col 14}{res}{space 2}  .040547{col 26}{space 2} .0641764{col 37}{space 1}    0.63{col 46}{space 3}0.529{col 54}{space 4}-.0865981{col 67}{space 3}  .167692
{txt}{space 7}2007  {c |}{col 14}{res}{space 2}  .062075{col 26}{space 2} .0549904{col 37}{space 1}    1.13{col 46}{space 3}0.261{col 54}{space 4}-.0468708{col 67}{space 3} .1710208
{txt}{space 7}2008  {c |}{col 14}{res}{space 2}-.0302166{col 26}{space 2}  .055157{col 37}{space 1}   -0.55{col 46}{space 3}0.585{col 54}{space 4}-.1394925{col 67}{space 3} .0790593
{txt}{space 7}2009  {c |}{col 14}{res}{space 2}-.0450684{col 26}{space 2} .1088117{col 37}{space 1}   -0.41{col 46}{space 3}0.680{col 54}{space 4} -.260644{col 67}{space 3} .1705071
{txt}{space 7}2010  {c |}{col 14}{res}{space 2} .0435019{col 26}{space 2} .1182905{col 37}{space 1}    0.37{col 46}{space 3}0.714{col 54}{space 4}-.1908528{col 67}{space 3} .2778567
{txt}{space 7}2011  {c |}{col 14}{res}{space 2}-.0888552{col 26}{space 2} .1195719{col 37}{space 1}   -0.74{col 46}{space 3}0.459{col 54}{space 4}-.3257486{col 67}{space 3} .1480382
{txt}{space 12} {c |}
{space 7}_cons {c |}{col 14}{res}{space 2}  .361899{col 26}{space 2} .1911227{col 37}{space 1}    1.89{col 46}{space 3}0.061{col 54}{space 4}-.0167496{col 67}{space 3} .7405475
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Linear regression                                      Number of obs ={res}     335
                                                       {txt}F( 32,   113) ={res}    1.98
                                                       {txt}Prob > F      = {res} 0.0047
                                                       {txt}R-squared     = {res} 0.1460
                                                       {txt}Root MSE      = {res} .12588

{txt}{ralign 78:(Std. Err. adjusted for {res:114} clusters in citystabbr)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}incumbentp~t{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
DIFFusmont~h {c |}{col 14}{res}{space 2} .0111162{col 26}{space 2} .0041292{col 37}{space 1}    2.69{col 46}{space 3}0.008{col 54}{space 4} .0029355{col 67}{space 3}  .019297
{txt}unemploymo~s {c |}{col 14}{res}{space 2} .0083472{col 26}{space 2} .0260423{col 37}{space 1}    0.32{col 46}{space 3}0.749{col 54}{space 4}-.0432472{col 67}{space 3} .0599416
{txt}CENSUS2000~c {c |}{col 14}{res}{space 2} .0068615{col 26}{space 2} .0022878{col 37}{space 1}    3.00{col 46}{space 3}0.003{col 54}{space 4}  .002329{col 67}{space 3} .0113939
{txt}logCENSUS2~p {c |}{col 14}{res}{space 2} .0078675{col 26}{space 2} .0100497{col 37}{space 1}    0.78{col 46}{space 3}0.435{col 54}{space 4}-.0120426{col 67}{space 3} .0277777
{txt}CEN~cpercent {c |}{col 14}{res}{space 2} .0889569{col 26}{space 2} .0520841{col 37}{space 1}    1.71{col 46}{space 3}0.090{col 54}{space 4}-.0142312{col 67}{space 3}  .192145
{txt}CEN~kpercent {c |}{col 14}{res}{space 2} .0000374{col 26}{space 2} .0622863{col 37}{space 1}    0.00{col 46}{space 3}1.000{col 54}{space 4}-.1233631{col 67}{space 3} .1234378
{txt}CENSUS2000~s {c |}{col 14}{res}{space 2}-.2991607{col 26}{space 2} .1788384{col 37}{space 1}   -1.67{col 46}{space 3}0.097{col 54}{space 4}-.6534719{col 67}{space 3} .0551506
{txt}CENSUS2000~e {c |}{col 14}{res}{space 2}-.0018801{col 26}{space 2} .0014323{col 37}{space 1}   -1.31{col 46}{space 3}0.192{col 54}{space 4}-.0047177{col 67}{space 3} .0009575
{txt}CENSUS1990~c {c |}{col 14}{res}{space 2}-.0058268{col 26}{space 2} .0025386{col 37}{space 1}   -2.30{col 46}{space 3}0.024{col 54}{space 4}-.0108562{col 67}{space 3}-.0007974
{txt}mayorcounc~m {c |}{col 14}{res}{space 2} .0185045{col 26}{space 2} .0190323{col 37}{space 1}    0.97{col 46}{space 3}0.333{col 54}{space 4}-.0192019{col 67}{space 3} .0562109
{txt}{space 3}demvs1988 {c |}{col 14}{res}{space 2}-.0272475{col 26}{space 2} .0922712{col 37}{space 1}   -0.30{col 46}{space 3}0.768{col 54}{space 4}-.2100534{col 67}{space 3} .1555584
{txt}{space 12} {c |}
{space 8}year {c |}
{space 7}1991  {c |}{col 14}{res}{space 2} .0132901{col 26}{space 2} .0632265{col 37}{space 1}    0.21{col 46}{space 3}0.834{col 54}{space 4}-.1119731{col 67}{space 3} .1385532
{txt}{space 7}1992  {c |}{col 14}{res}{space 2}-.0430404{col 26}{space 2} .0661112{col 37}{space 1}   -0.65{col 46}{space 3}0.516{col 54}{space 4}-.1740187{col 67}{space 3} .0879379
{txt}{space 7}1993  {c |}{col 14}{res}{space 2}-.0262226{col 26}{space 2} .0591521{col 37}{space 1}   -0.44{col 46}{space 3}0.658{col 54}{space 4}-.1434135{col 67}{space 3} .0909684
{txt}{space 7}1994  {c |}{col 14}{res}{space 2} .0542043{col 26}{space 2} .0540167{col 37}{space 1}    1.00{col 46}{space 3}0.318{col 54}{space 4}-.0528124{col 67}{space 3} .1612211
{txt}{space 7}1995  {c |}{col 14}{res}{space 2} .0091419{col 26}{space 2} .0496592{col 37}{space 1}    0.18{col 46}{space 3}0.854{col 54}{space 4}-.0892419{col 67}{space 3} .1075257
{txt}{space 7}1996  {c |}{col 14}{res}{space 2}  -.02498{col 26}{space 2} .0534575{col 37}{space 1}   -0.47{col 46}{space 3}0.641{col 54}{space 4}-.1308891{col 67}{space 3}  .080929
{txt}{space 7}1997  {c |}{col 14}{res}{space 2}-.0007048{col 26}{space 2} .0515748{col 37}{space 1}   -0.01{col 46}{space 3}0.989{col 54}{space 4}-.1028838{col 67}{space 3} .1014742
{txt}{space 7}1998  {c |}{col 14}{res}{space 2} .0459338{col 26}{space 2} .0627417{col 37}{space 1}    0.73{col 46}{space 3}0.466{col 54}{space 4}-.0783687{col 67}{space 3} .1702364
{txt}{space 7}1999  {c |}{col 14}{res}{space 2} .0690164{col 26}{space 2} .0607819{col 37}{space 1}    1.14{col 46}{space 3}0.259{col 54}{space 4}-.0514035{col 67}{space 3} .1894364
{txt}{space 7}2000  {c |}{col 14}{res}{space 2} .0513272{col 26}{space 2} .0682914{col 37}{space 1}    0.75{col 46}{space 3}0.454{col 54}{space 4}-.0839703{col 67}{space 3} .1866248
{txt}{space 7}2001  {c |}{col 14}{res}{space 2} .0251704{col 26}{space 2}  .053673{col 37}{space 1}    0.47{col 46}{space 3}0.640{col 54}{space 4}-.0811656{col 67}{space 3} .1315064
{txt}{space 7}2002  {c |}{col 14}{res}{space 2} .0520911{col 26}{space 2}    .0546{col 37}{space 1}    0.95{col 46}{space 3}0.342{col 54}{space 4}-.0560813{col 67}{space 3} .1602636
{txt}{space 7}2003  {c |}{col 14}{res}{space 2} .0390831{col 26}{space 2} .0505208{col 37}{space 1}    0.77{col 46}{space 3}0.441{col 54}{space 4}-.0610077{col 67}{space 3}  .139174
{txt}{space 7}2004  {c |}{col 14}{res}{space 2}-.0774827{col 26}{space 2} .0608084{col 37}{space 1}   -1.27{col 46}{space 3}0.205{col 54}{space 4}-.1979551{col 67}{space 3} .0429896
{txt}{space 7}2005  {c |}{col 14}{res}{space 2} .0295754{col 26}{space 2} .0551309{col 37}{space 1}    0.54{col 46}{space 3}0.593{col 54}{space 4}-.0796489{col 67}{space 3} .1387996
{txt}{space 7}2006  {c |}{col 14}{res}{space 2} .0318969{col 26}{space 2} .0658833{col 37}{space 1}    0.48{col 46}{space 3}0.629{col 54}{space 4}-.0986297{col 67}{space 3} .1624236
{txt}{space 7}2007  {c |}{col 14}{res}{space 2} .0556729{col 26}{space 2} .0563173{col 37}{space 1}    0.99{col 46}{space 3}0.325{col 54}{space 4}-.0559018{col 67}{space 3} .1672476
{txt}{space 7}2008  {c |}{col 14}{res}{space 2} -.035069{col 26}{space 2} .0578172{col 37}{space 1}   -0.61{col 46}{space 3}0.545{col 54}{space 4}-.1496154{col 67}{space 3} .0794774
{txt}{space 7}2009  {c |}{col 14}{res}{space 2}-.0417229{col 26}{space 2}  .113907{col 37}{space 1}   -0.37{col 46}{space 3}0.715{col 54}{space 4}-.2673932{col 67}{space 3} .1839475
{txt}{space 7}2010  {c |}{col 14}{res}{space 2} .0353317{col 26}{space 2} .1249901{col 37}{space 1}    0.28{col 46}{space 3}0.778{col 54}{space 4}-.2122963{col 67}{space 3} .2829596
{txt}{space 7}2011  {c |}{col 14}{res}{space 2}-.0881606{col 26}{space 2}  .122232{col 37}{space 1}   -0.72{col 46}{space 3}0.472{col 54}{space 4}-.3303243{col 67}{space 3}  .154003
{txt}{space 12} {c |}
{space 7}_cons {c |}{col 14}{res}{space 2} .3839885{col 26}{space 2} .1900639{col 37}{space 1}    2.02{col 46}{space 3}0.046{col 54}{space 4} .0074376{col 67}{space 3} .7605395
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Linear regression                                      Number of obs ={res}     340
                                                       {txt}F( 32,   113) ={res}    2.00
                                                       {txt}Prob > F      = {res} 0.0042
                                                       {txt}R-squared     = {res} 0.1468
                                                       {txt}Root MSE      = {res} .12511

{txt}{ralign 78:(Std. Err. adjusted for {res:114} clusters in citystabbr)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}incumbentp~t{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
DIFFusmont~h {c |}{col 14}{res}{space 2} .0109018{col 26}{space 2} .0040852{col 37}{space 1}    2.67{col 46}{space 3}0.009{col 54}{space 4} .0028083{col 67}{space 3} .0189953
{txt}unemploymo~s {c |}{col 14}{res}{space 2} .0082811{col 26}{space 2} .0257938{col 37}{space 1}    0.32{col 46}{space 3}0.749{col 54}{space 4} -.042821{col 67}{space 3} .0593833
{txt}CENSUS2000~c {c |}{col 14}{res}{space 2} .0066943{col 26}{space 2} .0023052{col 37}{space 1}    2.90{col 46}{space 3}0.004{col 54}{space 4} .0021274{col 67}{space 3} .0112612
{txt}logCENSUS2~p {c |}{col 14}{res}{space 2} .0075893{col 26}{space 2} .0100434{col 37}{space 1}    0.76{col 46}{space 3}0.451{col 54}{space 4}-.0123085{col 67}{space 3}  .027487
{txt}CEN~cpercent {c |}{col 14}{res}{space 2} .0883108{col 26}{space 2} .0513674{col 37}{space 1}    1.72{col 46}{space 3}0.088{col 54}{space 4}-.0134573{col 67}{space 3} .1900789
{txt}CEN~kpercent {c |}{col 14}{res}{space 2} .0021173{col 26}{space 2} .0619026{col 37}{space 1}    0.03{col 46}{space 3}0.973{col 54}{space 4}-.1205229{col 67}{space 3} .1247575
{txt}CENSUS2000~s {c |}{col 14}{res}{space 2}-.2967966{col 26}{space 2} .1738359{col 37}{space 1}   -1.71{col 46}{space 3}0.091{col 54}{space 4}-.6411968{col 67}{space 3} .0476036
{txt}CENSUS2000~e {c |}{col 14}{res}{space 2}-.0018135{col 26}{space 2} .0014284{col 37}{space 1}   -1.27{col 46}{space 3}0.207{col 54}{space 4}-.0046434{col 67}{space 3} .0010164
{txt}CENSUS1990~c {c |}{col 14}{res}{space 2}-.0055165{col 26}{space 2} .0025379{col 37}{space 1}   -2.17{col 46}{space 3}0.032{col 54}{space 4}-.0105446{col 67}{space 3}-.0004884
{txt}mayorcounc~m {c |}{col 14}{res}{space 2} .0193485{col 26}{space 2} .0189739{col 37}{space 1}    1.02{col 46}{space 3}0.310{col 54}{space 4}-.0182423{col 67}{space 3} .0569393
{txt}{space 3}demvs1988 {c |}{col 14}{res}{space 2}-.0274459{col 26}{space 2} .0913112{col 37}{space 1}   -0.30{col 46}{space 3}0.764{col 54}{space 4}-.2083497{col 67}{space 3}  .153458
{txt}{space 12} {c |}
{space 8}year {c |}
{space 7}1991  {c |}{col 14}{res}{space 2} .0220981{col 26}{space 2} .0592958{col 37}{space 1}    0.37{col 46}{space 3}0.710{col 54}{space 4}-.0953777{col 67}{space 3} .1395739
{txt}{space 7}1992  {c |}{col 14}{res}{space 2}-.0350372{col 26}{space 2} .0615821{col 37}{space 1}   -0.57{col 46}{space 3}0.571{col 54}{space 4}-.1570425{col 67}{space 3} .0869681
{txt}{space 7}1993  {c |}{col 14}{res}{space 2}-.0170374{col 26}{space 2} .0555713{col 37}{space 1}   -0.31{col 46}{space 3}0.760{col 54}{space 4}-.1271341{col 67}{space 3} .0930593
{txt}{space 7}1994  {c |}{col 14}{res}{space 2} .0613933{col 26}{space 2} .0509244{col 37}{space 1}    1.21{col 46}{space 3}0.230{col 54}{space 4}-.0394972{col 67}{space 3} .1622838
{txt}{space 7}1995  {c |}{col 14}{res}{space 2} .0179548{col 26}{space 2} .0471618{col 37}{space 1}    0.38{col 46}{space 3}0.704{col 54}{space 4}-.0754813{col 67}{space 3} .1113909
{txt}{space 7}1996  {c |}{col 14}{res}{space 2}-.0235318{col 26}{space 2} .0487237{col 37}{space 1}   -0.48{col 46}{space 3}0.630{col 54}{space 4}-.1200621{col 67}{space 3} .0729986
{txt}{space 7}1997  {c |}{col 14}{res}{space 2} .0080744{col 26}{space 2} .0501498{col 37}{space 1}    0.16{col 46}{space 3}0.872{col 54}{space 4}-.0912813{col 67}{space 3} .1074301
{txt}{space 7}1998  {c |}{col 14}{res}{space 2} .0594682{col 26}{space 2} .0614532{col 37}{space 1}    0.97{col 46}{space 3}0.335{col 54}{space 4}-.0622818{col 67}{space 3} .1812181
{txt}{space 7}1999  {c |}{col 14}{res}{space 2} .0779626{col 26}{space 2}  .060161{col 37}{space 1}    1.30{col 46}{space 3}0.198{col 54}{space 4}-.0412272{col 67}{space 3} .1971524
{txt}{space 7}2000  {c |}{col 14}{res}{space 2} .0537733{col 26}{space 2} .0665499{col 37}{space 1}    0.81{col 46}{space 3}0.421{col 54}{space 4}-.0780739{col 67}{space 3} .1856206
{txt}{space 7}2001  {c |}{col 14}{res}{space 2} .0337286{col 26}{space 2} .0519285{col 37}{space 1}    0.65{col 46}{space 3}0.517{col 54}{space 4}-.0691512{col 67}{space 3} .1366084
{txt}{space 7}2002  {c |}{col 14}{res}{space 2} .0555143{col 26}{space 2} .0519744{col 37}{space 1}    1.07{col 46}{space 3}0.288{col 54}{space 4}-.0474563{col 67}{space 3} .1584849
{txt}{space 7}2003  {c |}{col 14}{res}{space 2} .0481954{col 26}{space 2} .0474909{col 37}{space 1}    1.01{col 46}{space 3}0.312{col 54}{space 4}-.0458927{col 67}{space 3} .1422834
{txt}{space 7}2004  {c |}{col 14}{res}{space 2}-.0692118{col 26}{space 2} .0584621{col 37}{space 1}   -1.18{col 46}{space 3}0.239{col 54}{space 4}-.1850358{col 67}{space 3} .0466121
{txt}{space 7}2005  {c |}{col 14}{res}{space 2} .0384855{col 26}{space 2} .0535794{col 37}{space 1}    0.72{col 46}{space 3}0.474{col 54}{space 4}-.0676649{col 67}{space 3} .1446359
{txt}{space 7}2006  {c |}{col 14}{res}{space 2} .0399316{col 26}{space 2} .0642377{col 37}{space 1}    0.62{col 46}{space 3}0.535{col 54}{space 4}-.0873349{col 67}{space 3} .1671981
{txt}{space 7}2007  {c |}{col 14}{res}{space 2} .0646266{col 26}{space 2} .0552045{col 37}{space 1}    1.17{col 46}{space 3}0.244{col 54}{space 4}-.0447434{col 67}{space 3} .1739966
{txt}{space 7}2008  {c |}{col 14}{res}{space 2}-.0264658{col 26}{space 2} .0552007{col 37}{space 1}   -0.48{col 46}{space 3}0.633{col 54}{space 4}-.1358283{col 67}{space 3} .0828967
{txt}{space 7}2009  {c |}{col 14}{res}{space 2}-.0324541{col 26}{space 2} .1093909{col 37}{space 1}   -0.30{col 46}{space 3}0.767{col 54}{space 4}-.2491771{col 67}{space 3}  .184269
{txt}{space 7}2010  {c |}{col 14}{res}{space 2} .0539789{col 26}{space 2} .1191033{col 37}{space 1}    0.45{col 46}{space 3}0.651{col 54}{space 4}-.1819862{col 67}{space 3}  .289944
{txt}{space 7}2011  {c |}{col 14}{res}{space 2}-.0780383{col 26}{space 2} .1191952{col 37}{space 1}   -0.65{col 46}{space 3}0.514{col 54}{space 4}-.3141855{col 67}{space 3} .1581089
{txt}{space 12} {c |}
{space 7}_cons {c |}{col 14}{res}{space 2} .3752445{col 26}{space 2} .1908497{col 37}{space 1}    1.97{col 46}{space 3}0.052{col 54}{space 4}-.0028631{col 67}{space 3} .7533521
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Linear regression                                      Number of obs ={res}     339
                                                       {txt}F( 32,   113) ={res}    2.01
                                                       {txt}Prob > F      = {res} 0.0040
                                                       {txt}R-squared     = {res} 0.1486
                                                       {txt}Root MSE      = {res} .12537

{txt}{ralign 78:(Std. Err. adjusted for {res:114} clusters in citystabbr)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}incumbentp~t{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
DIFFusmont~h {c |}{col 14}{res}{space 2} .0107287{col 26}{space 2} .0041328{col 37}{space 1}    2.60{col 46}{space 3}0.011{col 54}{space 4} .0025408{col 67}{space 3} .0189166
{txt}unemploymo~s {c |}{col 14}{res}{space 2} .0079968{col 26}{space 2} .0258432{col 37}{space 1}    0.31{col 46}{space 3}0.758{col 54}{space 4}-.0432033{col 67}{space 3} .0591969
{txt}CENSUS2000~c {c |}{col 14}{res}{space 2} .0067383{col 26}{space 2} .0023007{col 37}{space 1}    2.93{col 46}{space 3}0.004{col 54}{space 4} .0021802{col 67}{space 3} .0112964
{txt}logCENSUS2~p {c |}{col 14}{res}{space 2} .0077599{col 26}{space 2} .0100386{col 37}{space 1}    0.77{col 46}{space 3}0.441{col 54}{space 4}-.0121283{col 67}{space 3} .0276481
{txt}CEN~cpercent {c |}{col 14}{res}{space 2}  .085055{col 26}{space 2} .0514908{col 37}{space 1}    1.65{col 46}{space 3}0.101{col 54}{space 4}-.0169576{col 67}{space 3} .1870676
{txt}CEN~kpercent {c |}{col 14}{res}{space 2}-.0021354{col 26}{space 2} .0619037{col 37}{space 1}   -0.03{col 46}{space 3}0.973{col 54}{space 4}-.1247777{col 67}{space 3}  .120507
{txt}CENSUS2000~s {c |}{col 14}{res}{space 2}-.3006893{col 26}{space 2} .1736866{col 37}{space 1}   -1.73{col 46}{space 3}0.086{col 54}{space 4}-.6447937{col 67}{space 3} .0434152
{txt}CENSUS2000~e {c |}{col 14}{res}{space 2}-.0018241{col 26}{space 2} .0014289{col 37}{space 1}   -1.28{col 46}{space 3}0.204{col 54}{space 4}-.0046549{col 67}{space 3} .0010067
{txt}CENSUS1990~c {c |}{col 14}{res}{space 2}-.0055953{col 26}{space 2} .0025385{col 37}{space 1}   -2.20{col 46}{space 3}0.030{col 54}{space 4}-.0106244{col 67}{space 3}-.0005661
{txt}mayorcounc~m {c |}{col 14}{res}{space 2} .0187131{col 26}{space 2} .0190981{col 37}{space 1}    0.98{col 46}{space 3}0.329{col 54}{space 4}-.0191238{col 67}{space 3} .0565499
{txt}{space 3}demvs1988 {c |}{col 14}{res}{space 2} -.031046{col 26}{space 2} .0918558{col 37}{space 1}   -0.34{col 46}{space 3}0.736{col 54}{space 4}-.2130288{col 67}{space 3} .1509369
{txt}{space 12} {c |}
{space 8}year {c |}
{space 7}1991  {c |}{col 14}{res}{space 2} .0220796{col 26}{space 2} .0592597{col 37}{space 1}    0.37{col 46}{space 3}0.710{col 54}{space 4}-.0953245{col 67}{space 3} .1394838
{txt}{space 7}1992  {c |}{col 14}{res}{space 2}-.0348704{col 26}{space 2} .0616886{col 37}{space 1}   -0.57{col 46}{space 3}0.573{col 54}{space 4}-.1570865{col 67}{space 3} .0873458
{txt}{space 7}1993  {c |}{col 14}{res}{space 2}-.0171291{col 26}{space 2} .0555434{col 37}{space 1}   -0.31{col 46}{space 3}0.758{col 54}{space 4}-.1271705{col 67}{space 3} .0929124
{txt}{space 7}1994  {c |}{col 14}{res}{space 2} .0610658{col 26}{space 2}  .050863{col 37}{space 1}    1.20{col 46}{space 3}0.232{col 54}{space 4}-.0397029{col 67}{space 3} .1618345
{txt}{space 7}1995  {c |}{col 14}{res}{space 2} .0175056{col 26}{space 2} .0471189{col 37}{space 1}    0.37{col 46}{space 3}0.711{col 54}{space 4}-.0758455{col 67}{space 3} .1108567
{txt}{space 7}1996  {c |}{col 14}{res}{space 2}-.0241702{col 26}{space 2} .0487183{col 37}{space 1}   -0.50{col 46}{space 3}0.621{col 54}{space 4}  -.12069{col 67}{space 3} .0723496
{txt}{space 7}1997  {c |}{col 14}{res}{space 2} .0071887{col 26}{space 2} .0501238{col 37}{space 1}    0.14{col 46}{space 3}0.886{col 54}{space 4}-.0921156{col 67}{space 3} .1064929
{txt}{space 7}1998  {c |}{col 14}{res}{space 2} .0588258{col 26}{space 2} .0613549{col 37}{space 1}    0.96{col 46}{space 3}0.340{col 54}{space 4}-.0627292{col 67}{space 3} .1803809
{txt}{space 7}1999  {c |}{col 14}{res}{space 2} .0753777{col 26}{space 2} .0604968{col 37}{space 1}    1.25{col 46}{space 3}0.215{col 54}{space 4}-.0444774{col 67}{space 3} .1952328
{txt}{space 7}2000  {c |}{col 14}{res}{space 2} .0529653{col 26}{space 2} .0666354{col 37}{space 1}    0.79{col 46}{space 3}0.428{col 54}{space 4}-.0790514{col 67}{space 3}  .184982
{txt}{space 7}2001  {c |}{col 14}{res}{space 2} .0332442{col 26}{space 2} .0518884{col 37}{space 1}    0.64{col 46}{space 3}0.523{col 54}{space 4}-.0695561{col 67}{space 3} .1360445
{txt}{space 7}2002  {c |}{col 14}{res}{space 2} .0620251{col 26}{space 2} .0508773{col 37}{space 1}    1.22{col 46}{space 3}0.225{col 54}{space 4} -.038772{col 67}{space 3} .1628222
{txt}{space 7}2003  {c |}{col 14}{res}{space 2} .0475491{col 26}{space 2} .0474624{col 37}{space 1}    1.00{col 46}{space 3}0.319{col 54}{space 4}-.0464824{col 67}{space 3} .1415807
{txt}{space 7}2004  {c |}{col 14}{res}{space 2}-.0698271{col 26}{space 2} .0584386{col 37}{space 1}   -1.19{col 46}{space 3}0.235{col 54}{space 4}-.1856044{col 67}{space 3} .0459503
{txt}{space 7}2005  {c |}{col 14}{res}{space 2} .0378899{col 26}{space 2} .0535391{col 37}{space 1}    0.71{col 46}{space 3}0.481{col 54}{space 4}-.0681808{col 67}{space 3} .1439605
{txt}{space 7}2006  {c |}{col 14}{res}{space 2} .0390699{col 26}{space 2}  .064309{col 37}{space 1}    0.61{col 46}{space 3}0.545{col 54}{space 4}-.0883378{col 67}{space 3} .1664777
{txt}{space 7}2007  {c |}{col 14}{res}{space 2} .0675124{col 26}{space 2} .0556792{col 37}{space 1}    1.21{col 46}{space 3}0.228{col 54}{space 4}-.0427981{col 67}{space 3} .1778229
{txt}{space 7}2008  {c |}{col 14}{res}{space 2} -.027032{col 26}{space 2} .0552279{col 37}{space 1}   -0.49{col 46}{space 3}0.625{col 54}{space 4}-.1364483{col 67}{space 3} .0823844
{txt}{space 7}2009  {c |}{col 14}{res}{space 2}-.0319895{col 26}{space 2} .1095289{col 37}{space 1}   -0.29{col 46}{space 3}0.771{col 54}{space 4}-.2489859{col 67}{space 3}  .185007
{txt}{space 7}2010  {c |}{col 14}{res}{space 2} .0543645{col 26}{space 2} .1191789{col 37}{space 1}    0.46{col 46}{space 3}0.649{col 54}{space 4}-.1817505{col 67}{space 3} .2904794
{txt}{space 7}2011  {c |}{col 14}{res}{space 2}-.0781728{col 26}{space 2} .1192246{col 37}{space 1}   -0.66{col 46}{space 3}0.513{col 54}{space 4}-.3143783{col 67}{space 3} .1580327
{txt}{space 12} {c |}
{space 7}_cons {c |}{col 14}{res}{space 2} .3798667{col 26}{space 2} .1912214{col 37}{space 1}    1.99{col 46}{space 3}0.049{col 54}{space 4} .0010226{col 67}{space 3} .7587107
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Linear regression                                      Number of obs ={res}     337
                                                       {txt}F( 32,   113) ={res}    2.08
                                                       {txt}Prob > F      = {res} 0.0026
                                                       {txt}R-squared     = {res} 0.1548
                                                       {txt}Root MSE      = {res} .12444

{txt}{ralign 78:(Std. Err. adjusted for {res:114} clusters in citystabbr)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}incumbentp~t{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
DIFFusmont~h {c |}{col 14}{res}{space 2} .0114116{col 26}{space 2} .0040491{col 37}{space 1}    2.82{col 46}{space 3}0.006{col 54}{space 4} .0033895{col 67}{space 3} .0194336
{txt}unemploymo~s {c |}{col 14}{res}{space 2} .0056159{col 26}{space 2} .0260189{col 37}{space 1}    0.22{col 46}{space 3}0.830{col 54}{space 4}-.0459323{col 67}{space 3}  .057164
{txt}CENSUS2000~c {c |}{col 14}{res}{space 2}   .00701{col 26}{space 2}  .002309{col 37}{space 1}    3.04{col 46}{space 3}0.003{col 54}{space 4} .0024354{col 67}{space 3} .0115847
{txt}logCENSUS2~p {c |}{col 14}{res}{space 2} .0087841{col 26}{space 2} .0101766{col 37}{space 1}    0.86{col 46}{space 3}0.390{col 54}{space 4}-.0113776{col 67}{space 3} .0289459
{txt}CEN~cpercent {c |}{col 14}{res}{space 2} .0891026{col 26}{space 2} .0512437{col 37}{space 1}    1.74{col 46}{space 3}0.085{col 54}{space 4}-.0124205{col 67}{space 3} .1906257
{txt}CEN~kpercent {c |}{col 14}{res}{space 2}-.0068537{col 26}{space 2} .0631113{col 37}{space 1}   -0.11{col 46}{space 3}0.914{col 54}{space 4}-.1318885{col 67}{space 3} .1181812
{txt}CENSUS2000~s {c |}{col 14}{res}{space 2}-.3222537{col 26}{space 2} .1745588{col 37}{space 1}   -1.85{col 46}{space 3}0.067{col 54}{space 4}-.6680861{col 67}{space 3} .0235787
{txt}CENSUS2000~e {c |}{col 14}{res}{space 2}-.0019058{col 26}{space 2} .0014415{col 37}{space 1}   -1.32{col 46}{space 3}0.189{col 54}{space 4}-.0047617{col 67}{space 3} .0009501
{txt}CENSUS1990~c {c |}{col 14}{res}{space 2} -.005921{col 26}{space 2}  .002568{col 37}{space 1}   -2.31{col 46}{space 3}0.023{col 54}{space 4}-.0110087{col 67}{space 3}-.0008334
{txt}mayorcounc~m {c |}{col 14}{res}{space 2} .0205861{col 26}{space 2} .0191545{col 37}{space 1}    1.07{col 46}{space 3}0.285{col 54}{space 4}-.0173625{col 67}{space 3} .0585347
{txt}{space 3}demvs1988 {c |}{col 14}{res}{space 2}  -.02386{col 26}{space 2} .0918756{col 37}{space 1}   -0.26{col 46}{space 3}0.796{col 54}{space 4}-.2058821{col 67}{space 3} .1581622
{txt}{space 12} {c |}
{space 8}year {c |}
{space 7}1991  {c |}{col 14}{res}{space 2} .0238704{col 26}{space 2} .0594953{col 37}{space 1}    0.40{col 46}{space 3}0.689{col 54}{space 4}-.0940006{col 67}{space 3} .1417413
{txt}{space 7}1992  {c |}{col 14}{res}{space 2}-.0311617{col 26}{space 2} .0617352{col 37}{space 1}   -0.50{col 46}{space 3}0.615{col 54}{space 4}-.1534703{col 67}{space 3}  .091147
{txt}{space 7}1993  {c |}{col 14}{res}{space 2}-.0158427{col 26}{space 2} .0558904{col 37}{space 1}   -0.28{col 46}{space 3}0.777{col 54}{space 4}-.1265717{col 67}{space 3} .0948864
{txt}{space 7}1994  {c |}{col 14}{res}{space 2} .0631298{col 26}{space 2} .0509574{col 37}{space 1}    1.24{col 46}{space 3}0.218{col 54}{space 4} -.037826{col 67}{space 3} .1640856
{txt}{space 7}1995  {c |}{col 14}{res}{space 2} .0172366{col 26}{space 2}   .04771{col 37}{space 1}    0.36{col 46}{space 3}0.719{col 54}{space 4}-.0772855{col 67}{space 3} .1117587
{txt}{space 7}1996  {c |}{col 14}{res}{space 2}-.0252863{col 26}{space 2} .0485244{col 37}{space 1}   -0.52{col 46}{space 3}0.603{col 54}{space 4}-.1214219{col 67}{space 3} .0708493
{txt}{space 7}1997  {c |}{col 14}{res}{space 2} .0088422{col 26}{space 2} .0504515{col 37}{space 1}    0.18{col 46}{space 3}0.861{col 54}{space 4}-.0911113{col 67}{space 3} .1087957
{txt}{space 7}1998  {c |}{col 14}{res}{space 2} .0550973{col 26}{space 2} .0614877{col 37}{space 1}    0.90{col 46}{space 3}0.372{col 54}{space 4} -.066721{col 67}{space 3} .1769156
{txt}{space 7}1999  {c |}{col 14}{res}{space 2} .0719163{col 26}{space 2} .0600923{col 37}{space 1}    1.20{col 46}{space 3}0.234{col 54}{space 4}-.0471373{col 67}{space 3} .1909699
{txt}{space 7}2000  {c |}{col 14}{res}{space 2} .0484409{col 26}{space 2} .0668065{col 37}{space 1}    0.73{col 46}{space 3}0.470{col 54}{space 4}-.0839149{col 67}{space 3} .1807967
{txt}{space 7}2001  {c |}{col 14}{res}{space 2} .0222095{col 26}{space 2} .0513982{col 37}{space 1}    0.43{col 46}{space 3}0.666{col 54}{space 4}-.0796196{col 67}{space 3} .1240385
{txt}{space 7}2002  {c |}{col 14}{res}{space 2} .0627268{col 26}{space 2} .0506556{col 37}{space 1}    1.24{col 46}{space 3}0.218{col 54}{space 4} -.037631{col 67}{space 3} .1630847
{txt}{space 7}2003  {c |}{col 14}{res}{space 2} .0327718{col 26}{space 2} .0454115{col 37}{space 1}    0.72{col 46}{space 3}0.472{col 54}{space 4}-.0571966{col 67}{space 3} .1227402
{txt}{space 7}2004  {c |}{col 14}{res}{space 2}-.0708486{col 26}{space 2}  .058179{col 37}{space 1}   -1.22{col 46}{space 3}0.226{col 54}{space 4}-.1861116{col 67}{space 3} .0444145
{txt}{space 7}2005  {c |}{col 14}{res}{space 2} .0348397{col 26}{space 2} .0535089{col 37}{space 1}    0.65{col 46}{space 3}0.516{col 54}{space 4} -.071171{col 67}{space 3} .1408504
{txt}{space 7}2006  {c |}{col 14}{res}{space 2} .0358245{col 26}{space 2} .0642769{col 37}{space 1}    0.56{col 46}{space 3}0.578{col 54}{space 4}-.0915196{col 67}{space 3} .1631686
{txt}{space 7}2007  {c |}{col 14}{res}{space 2} .0597812{col 26}{space 2} .0549723{col 37}{space 1}    1.09{col 46}{space 3}0.279{col 54}{space 4}-.0491289{col 67}{space 3} .1686914
{txt}{space 7}2008  {c |}{col 14}{res}{space 2}-.0265115{col 26}{space 2} .0550549{col 37}{space 1}   -0.48{col 46}{space 3}0.631{col 54}{space 4}-.1355853{col 67}{space 3} .0825622
{txt}{space 7}2009  {c |}{col 14}{res}{space 2}-.0237953{col 26}{space 2} .1102957{col 37}{space 1}   -0.22{col 46}{space 3}0.830{col 54}{space 4}-.2423109{col 67}{space 3} .1947203
{txt}{space 7}2010  {c |}{col 14}{res}{space 2} .0638754{col 26}{space 2} .1198911{col 37}{space 1}    0.53{col 46}{space 3}0.595{col 54}{space 4}-.1736505{col 67}{space 3} .3014012
{txt}{space 7}2011  {c |}{col 14}{res}{space 2} -.073042{col 26}{space 2} .1191245{col 37}{space 1}   -0.61{col 46}{space 3}0.541{col 54}{space 4} -.309049{col 67}{space 3} .1629651
{txt}{space 12} {c |}
{space 7}_cons {c |}{col 14}{res}{space 2} .3805602{col 26}{space 2} .1943437{col 37}{space 1}    1.96{col 46}{space 3}0.053{col 54}{space 4}-.0044698{col 67}{space 3} .7655901
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Linear regression                                      Number of obs ={res}     339
                                                       {txt}F( 32,   113) ={res}    1.92
                                                       {txt}Prob > F      = {res} 0.0066
                                                       {txt}R-squared     = {res} 0.1460
                                                       {txt}Root MSE      = {res} .12537

{txt}{ralign 78:(Std. Err. adjusted for {res:114} clusters in citystabbr)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}incumbentp~t{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
DIFFusmont~h {c |}{col 14}{res}{space 2} .0110876{col 26}{space 2} .0041137{col 37}{space 1}    2.70{col 46}{space 3}0.008{col 54}{space 4} .0029375{col 67}{space 3} .0192376
{txt}unemploymo~s {c |}{col 14}{res}{space 2} .0084288{col 26}{space 2} .0259799{col 37}{space 1}    0.32{col 46}{space 3}0.746{col 54}{space 4}-.0430422{col 67}{space 3} .0598997
{txt}CENSUS2000~c {c |}{col 14}{res}{space 2} .0067243{col 26}{space 2} .0022968{col 37}{space 1}    2.93{col 46}{space 3}0.004{col 54}{space 4}  .002174{col 67}{space 3} .0112746
{txt}logCENSUS2~p {c |}{col 14}{res}{space 2} .0074351{col 26}{space 2}  .010042{col 37}{space 1}    0.74{col 46}{space 3}0.461{col 54}{space 4}-.0124599{col 67}{space 3}   .02733
{txt}CEN~cpercent {c |}{col 14}{res}{space 2} .0861236{col 26}{space 2}  .051246{col 37}{space 1}    1.68{col 46}{space 3}0.096{col 54}{space 4}-.0154041{col 67}{space 3} .1876512
{txt}CEN~kpercent {c |}{col 14}{res}{space 2}  .003715{col 26}{space 2} .0627203{col 37}{space 1}    0.06{col 46}{space 3}0.953{col 54}{space 4}-.1205453{col 67}{space 3} .1279753
{txt}CENSUS2000~s {c |}{col 14}{res}{space 2}-.3067139{col 26}{space 2} .1740261{col 37}{space 1}   -1.76{col 46}{space 3}0.081{col 54}{space 4} -.651491{col 67}{space 3} .0380632
{txt}CENSUS2000~e {c |}{col 14}{res}{space 2}-.0018679{col 26}{space 2} .0014291{col 37}{space 1}   -1.31{col 46}{space 3}0.194{col 54}{space 4}-.0046991{col 67}{space 3} .0009634
{txt}CENSUS1990~c {c |}{col 14}{res}{space 2}-.0055236{col 26}{space 2} .0025259{col 37}{space 1}   -2.19{col 46}{space 3}0.031{col 54}{space 4}-.0105278{col 67}{space 3}-.0005193
{txt}mayorcounc~m {c |}{col 14}{res}{space 2} .0181576{col 26}{space 2} .0192194{col 37}{space 1}    0.94{col 46}{space 3}0.347{col 54}{space 4}-.0199195{col 67}{space 3} .0562346
{txt}{space 3}demvs1988 {c |}{col 14}{res}{space 2} -.026596{col 26}{space 2} .0917412{col 37}{space 1}   -0.29{col 46}{space 3}0.772{col 54}{space 4}-.2083519{col 67}{space 3} .1551598
{txt}{space 12} {c |}
{space 8}year {c |}
{space 7}1991  {c |}{col 14}{res}{space 2} .0216841{col 26}{space 2} .0593302{col 37}{space 1}    0.37{col 46}{space 3}0.715{col 54}{space 4}-.0958597{col 67}{space 3} .1392279
{txt}{space 7}1992  {c |}{col 14}{res}{space 2}-.0289536{col 26}{space 2} .0627642{col 37}{space 1}   -0.46{col 46}{space 3}0.645{col 54}{space 4}-.1533007{col 67}{space 3} .0953936
{txt}{space 7}1993  {c |}{col 14}{res}{space 2}-.0172498{col 26}{space 2} .0555366{col 37}{space 1}   -0.31{col 46}{space 3}0.757{col 54}{space 4}-.1272779{col 67}{space 3} .0927782
{txt}{space 7}1994  {c |}{col 14}{res}{space 2} .0616303{col 26}{space 2} .0508077{col 37}{space 1}    1.21{col 46}{space 3}0.228{col 54}{space 4} -.039029{col 67}{space 3} .1622896
{txt}{space 7}1995  {c |}{col 14}{res}{space 2} .0178055{col 26}{space 2} .0471234{col 37}{space 1}    0.38{col 46}{space 3}0.706{col 54}{space 4}-.0755546{col 67}{space 3} .1111655
{txt}{space 7}1996  {c |}{col 14}{res}{space 2}-.0177175{col 26}{space 2} .0499332{col 37}{space 1}   -0.35{col 46}{space 3}0.723{col 54}{space 4}-.1166442{col 67}{space 3} .0812092
{txt}{space 7}1997  {c |}{col 14}{res}{space 2} .0077255{col 26}{space 2} .0502194{col 37}{space 1}    0.15{col 46}{space 3}0.878{col 54}{space 4}-.0917682{col 67}{space 3} .1072192
{txt}{space 7}1998  {c |}{col 14}{res}{space 2} .0592287{col 26}{space 2} .0614977{col 37}{space 1}    0.96{col 46}{space 3}0.338{col 54}{space 4}-.0626093{col 67}{space 3} .1810666
{txt}{space 7}1999  {c |}{col 14}{res}{space 2} .0778725{col 26}{space 2} .0603064{col 37}{space 1}    1.29{col 46}{space 3}0.199{col 54}{space 4}-.0416055{col 67}{space 3} .1973504
{txt}{space 7}2000  {c |}{col 14}{res}{space 2} .0540199{col 26}{space 2} .0668592{col 37}{space 1}    0.81{col 46}{space 3}0.421{col 54}{space 4}-.0784401{col 67}{space 3}   .18648
{txt}{space 7}2001  {c |}{col 14}{res}{space 2} .0334409{col 26}{space 2} .0518554{col 37}{space 1}    0.64{col 46}{space 3}0.520{col 54}{space 4} -.069294{col 67}{space 3} .1361759
{txt}{space 7}2002  {c |}{col 14}{res}{space 2} .0622545{col 26}{space 2} .0508573{col 37}{space 1}    1.22{col 46}{space 3}0.223{col 54}{space 4} -.038503{col 67}{space 3}  .163012
{txt}{space 7}2003  {c |}{col 14}{res}{space 2} .0477673{col 26}{space 2} .0473887{col 37}{space 1}    1.01{col 46}{space 3}0.316{col 54}{space 4}-.0461183{col 67}{space 3} .1416529
{txt}{space 7}2004  {c |}{col 14}{res}{space 2}-.0692983{col 26}{space 2} .0586214{col 37}{space 1}   -1.18{col 46}{space 3}0.240{col 54}{space 4} -.185438{col 67}{space 3} .0468413
{txt}{space 7}2005  {c |}{col 14}{res}{space 2}  .038256{col 26}{space 2} .0535058{col 37}{space 1}    0.71{col 46}{space 3}0.476{col 54}{space 4}-.0677486{col 67}{space 3} .1442606
{txt}{space 7}2006  {c |}{col 14}{res}{space 2} .0397714{col 26}{space 2} .0642502{col 37}{space 1}    0.62{col 46}{space 3}0.537{col 54}{space 4}-.0875198{col 67}{space 3} .1670625
{txt}{space 7}2007  {c |}{col 14}{res}{space 2} .0643326{col 26}{space 2} .0552952{col 37}{space 1}    1.16{col 46}{space 3}0.247{col 54}{space 4}-.0452172{col 67}{space 3} .1738825
{txt}{space 7}2008  {c |}{col 14}{res}{space 2}-.0268229{col 26}{space 2} .0551788{col 37}{space 1}   -0.49{col 46}{space 3}0.628{col 54}{space 4}-.1361421{col 67}{space 3} .0824962
{txt}{space 7}2009  {c |}{col 14}{res}{space 2} -.033672{col 26}{space 2} .1100095{col 37}{space 1}   -0.31{col 46}{space 3}0.760{col 54}{space 4}-.2516206{col 67}{space 3} .1842767
{txt}{space 7}2010  {c |}{col 14}{res}{space 2} .0528725{col 26}{space 2} .1199925{col 37}{space 1}    0.44{col 46}{space 3}0.660{col 54}{space 4}-.1848544{col 67}{space 3} .2905993
{txt}{space 7}2011  {c |}{col 14}{res}{space 2}-.0795848{col 26}{space 2} .1195038{col 37}{space 1}   -0.67{col 46}{space 3}0.507{col 54}{space 4}-.3163433{col 67}{space 3} .1571737
{txt}{space 12} {c |}
{space 7}_cons {c |}{col 14}{res}{space 2}   .37828{col 26}{space 2} .1904807{col 37}{space 1}    1.99{col 46}{space 3}0.049{col 54}{space 4} .0009034{col 67}{space 3} .7556566
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Linear regression                                      Number of obs ={res}     339
                                                       {txt}F( 32,   113) ={res}    2.01
                                                       {txt}Prob > F      = {res} 0.0039
                                                       {txt}R-squared     = {res} 0.1510
                                                       {txt}Root MSE      = {res}  .1253

{txt}{ralign 78:(Std. Err. adjusted for {res:114} clusters in citystabbr)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}incumbentp~t{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
DIFFusmont~h {c |}{col 14}{res}{space 2} .0112381{col 26}{space 2} .0041137{col 37}{space 1}    2.73{col 46}{space 3}0.007{col 54}{space 4} .0030882{col 67}{space 3}  .019388
{txt}unemploymo~s {c |}{col 14}{res}{space 2} .0071928{col 26}{space 2} .0258253{col 37}{space 1}    0.28{col 46}{space 3}0.781{col 54}{space 4}-.0439719{col 67}{space 3} .0583574
{txt}CENSUS2000~c {c |}{col 14}{res}{space 2}  .006924{col 26}{space 2} .0023627{col 37}{space 1}    2.93{col 46}{space 3}0.004{col 54}{space 4}  .002243{col 67}{space 3} .0116049
{txt}logCENSUS2~p {c |}{col 14}{res}{space 2} .0073431{col 26}{space 2} .0101112{col 37}{space 1}    0.73{col 46}{space 3}0.469{col 54}{space 4}-.0126889{col 67}{space 3} .0273752
{txt}CEN~cpercent {c |}{col 14}{res}{space 2} .0869271{col 26}{space 2} .0512517{col 37}{space 1}    1.70{col 46}{space 3}0.093{col 54}{space 4}-.0146117{col 67}{space 3} .1884659
{txt}CEN~kpercent {c |}{col 14}{res}{space 2}-.0003094{col 26}{space 2} .0618119{col 37}{space 1}   -0.01{col 46}{space 3}0.996{col 54}{space 4}-.1227699{col 67}{space 3} .1221511
{txt}CENSUS2000~s {c |}{col 14}{res}{space 2}-.3215758{col 26}{space 2} .1782092{col 37}{space 1}   -1.80{col 46}{space 3}0.074{col 54}{space 4}-.6746403{col 67}{space 3} .0314888
{txt}CENSUS2000~e {c |}{col 14}{res}{space 2}-.0018315{col 26}{space 2} .0014331{col 37}{space 1}   -1.28{col 46}{space 3}0.204{col 54}{space 4}-.0046706{col 67}{space 3} .0010077
{txt}CENSUS1990~c {c |}{col 14}{res}{space 2}-.0056823{col 26}{space 2} .0025558{col 37}{space 1}   -2.22{col 46}{space 3}0.028{col 54}{space 4}-.0107458{col 67}{space 3}-.0006188
{txt}mayorcounc~m {c |}{col 14}{res}{space 2} .0182859{col 26}{space 2} .0189247{col 37}{space 1}    0.97{col 46}{space 3}0.336{col 54}{space 4}-.0192074{col 67}{space 3} .0557792
{txt}{space 3}demvs1988 {c |}{col 14}{res}{space 2}-.0155484{col 26}{space 2} .0950831{col 37}{space 1}   -0.16{col 46}{space 3}0.870{col 54}{space 4}-.2039252{col 67}{space 3} .1728285
{txt}{space 12} {c |}
{space 8}year {c |}
{space 7}1991  {c |}{col 14}{res}{space 2} .0232648{col 26}{space 2} .0592305{col 37}{space 1}    0.39{col 46}{space 3}0.695{col 54}{space 4}-.0940816{col 67}{space 3} .1406111
{txt}{space 7}1992  {c |}{col 14}{res}{space 2}-.0336227{col 26}{space 2} .0616802{col 37}{space 1}   -0.55{col 46}{space 3}0.587{col 54}{space 4}-.1558224{col 67}{space 3}  .088577
{txt}{space 7}1993  {c |}{col 14}{res}{space 2}-.0154363{col 26}{space 2}  .055507{col 37}{space 1}   -0.28{col 46}{space 3}0.781{col 54}{space 4}-.1254056{col 67}{space 3}  .094533
{txt}{space 7}1994  {c |}{col 14}{res}{space 2} .0615286{col 26}{space 2} .0509693{col 37}{space 1}    1.21{col 46}{space 3}0.230{col 54}{space 4}-.0394507{col 67}{space 3}  .162508
{txt}{space 7}1995  {c |}{col 14}{res}{space 2} .0177244{col 26}{space 2} .0471461{col 37}{space 1}    0.38{col 46}{space 3}0.708{col 54}{space 4}-.0756806{col 67}{space 3} .1111293
{txt}{space 7}1996  {c |}{col 14}{res}{space 2}-.0250493{col 26}{space 2} .0487724{col 37}{space 1}   -0.51{col 46}{space 3}0.609{col 54}{space 4}-.1216762{col 67}{space 3} .0715777
{txt}{space 7}1997  {c |}{col 14}{res}{space 2} .0070708{col 26}{space 2} .0500962{col 37}{space 1}    0.14{col 46}{space 3}0.888{col 54}{space 4}-.0921787{col 67}{space 3} .1063204
{txt}{space 7}1998  {c |}{col 14}{res}{space 2} .0642787{col 26}{space 2} .0627713{col 37}{space 1}    1.02{col 46}{space 3}0.308{col 54}{space 4}-.0600825{col 67}{space 3}   .18864
{txt}{space 7}1999  {c |}{col 14}{res}{space 2} .0760133{col 26}{space 2} .0601932{col 37}{space 1}    1.26{col 46}{space 3}0.209{col 54}{space 4}-.0432402{col 67}{space 3} .1952668
{txt}{space 7}2000  {c |}{col 14}{res}{space 2} .0512858{col 26}{space 2} .0665808{col 37}{space 1}    0.77{col 46}{space 3}0.443{col 54}{space 4}-.0806227{col 67}{space 3} .1831944
{txt}{space 7}2001  {c |}{col 14}{res}{space 2} .0337428{col 26}{space 2} .0518272{col 37}{space 1}    0.65{col 46}{space 3}0.516{col 54}{space 4}-.0689361{col 67}{space 3} .1364218
{txt}{space 7}2002  {c |}{col 14}{res}{space 2} .0667779{col 26}{space 2} .0519849{col 37}{space 1}    1.28{col 46}{space 3}0.202{col 54}{space 4}-.0362135{col 67}{space 3} .1697693
{txt}{space 7}2003  {c |}{col 14}{res}{space 2} .0485744{col 26}{space 2} .0474626{col 37}{space 1}    1.02{col 46}{space 3}0.308{col 54}{space 4}-.0454575{col 67}{space 3} .1426064
{txt}{space 7}2004  {c |}{col 14}{res}{space 2} -.069225{col 26}{space 2} .0584512{col 37}{space 1}   -1.18{col 46}{space 3}0.239{col 54}{space 4}-.1850274{col 67}{space 3} .0465774
{txt}{space 7}2005  {c |}{col 14}{res}{space 2} .0373935{col 26}{space 2} .0534738{col 37}{space 1}    0.70{col 46}{space 3}0.486{col 54}{space 4}-.0685478{col 67}{space 3} .1433347
{txt}{space 7}2006  {c |}{col 14}{res}{space 2}  .038361{col 26}{space 2} .0642009{col 37}{space 1}    0.60{col 46}{space 3}0.551{col 54}{space 4}-.0888325{col 67}{space 3} .1655545
{txt}{space 7}2007  {c |}{col 14}{res}{space 2}  .063523{col 26}{space 2} .0551859{col 37}{space 1}    1.15{col 46}{space 3}0.252{col 54}{space 4}-.0458103{col 67}{space 3} .1728562
{txt}{space 7}2008  {c |}{col 14}{res}{space 2}-.0258419{col 26}{space 2} .0554624{col 37}{space 1}   -0.47{col 46}{space 3}0.642{col 54}{space 4}-.1357229{col 67}{space 3} .0840392
{txt}{space 7}2009  {c |}{col 14}{res}{space 2}-.0284554{col 26}{space 2} .1094482{col 37}{space 1}   -0.26{col 46}{space 3}0.795{col 54}{space 4}-.2452921{col 67}{space 3} .1883813
{txt}{space 7}2010  {c |}{col 14}{res}{space 2}  .057955{col 26}{space 2} .1191385{col 37}{space 1}    0.49{col 46}{space 3}0.628{col 54}{space 4}-.1780799{col 67}{space 3}   .29399
{txt}{space 7}2011  {c |}{col 14}{res}{space 2}-.0752983{col 26}{space 2}  .119387{col 37}{space 1}   -0.63{col 46}{space 3}0.530{col 54}{space 4}-.3118254{col 67}{space 3} .1612288
{txt}{space 12} {c |}
{space 7}_cons {c |}{col 14}{res}{space 2} .3805357{col 26}{space 2} .1906488{col 37}{space 1}    2.00{col 46}{space 3}0.048{col 54}{space 4}  .002826{col 67}{space 3} .7582455
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Linear regression                                      Number of obs ={res}     339
                                                       {txt}F( 32,   113) ={res}    2.04
                                                       {txt}Prob > F      = {res} 0.0033
                                                       {txt}R-squared     = {res} 0.1501
                                                       {txt}Root MSE      = {res} .12529

{txt}{ralign 78:(Std. Err. adjusted for {res:114} clusters in citystabbr)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}incumbentp~t{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
DIFFusmont~h {c |}{col 14}{res}{space 2} .0112706{col 26}{space 2}  .004061{col 37}{space 1}    2.78{col 46}{space 3}0.006{col 54}{space 4}  .003225{col 67}{space 3} .0193161
{txt}unemploymo~s {c |}{col 14}{res}{space 2} .0070364{col 26}{space 2} .0259265{col 37}{space 1}    0.27{col 46}{space 3}0.787{col 54}{space 4}-.0443287{col 67}{space 3} .0584016
{txt}CENSUS2000~c {c |}{col 14}{res}{space 2} .0067032{col 26}{space 2} .0023115{col 37}{space 1}    2.90{col 46}{space 3}0.004{col 54}{space 4} .0021236{col 67}{space 3} .0112827
{txt}logCENSUS2~p {c |}{col 14}{res}{space 2} .0067907{col 26}{space 2} .0102338{col 37}{space 1}    0.66{col 46}{space 3}0.508{col 54}{space 4}-.0134844{col 67}{space 3} .0270658
{txt}CEN~cpercent {c |}{col 14}{res}{space 2} .0987382{col 26}{space 2} .0539165{col 37}{space 1}    1.83{col 46}{space 3}0.070{col 54}{space 4}-.0080802{col 67}{space 3} .2055566
{txt}CEN~kpercent {c |}{col 14}{res}{space 2} .0003754{col 26}{space 2} .0619114{col 37}{space 1}    0.01{col 46}{space 3}0.995{col 54}{space 4}-.1222823{col 67}{space 3}  .123033
{txt}CENSUS2000~s {c |}{col 14}{res}{space 2}-.2954369{col 26}{space 2}  .174054{col 37}{space 1}   -1.70{col 46}{space 3}0.092{col 54}{space 4}-.6402692{col 67}{space 3} .0493954
{txt}CENSUS2000~e {c |}{col 14}{res}{space 2}-.0018203{col 26}{space 2} .0014299{col 37}{space 1}   -1.27{col 46}{space 3}0.206{col 54}{space 4}-.0046533{col 67}{space 3} .0010127
{txt}CENSUS1990~c {c |}{col 14}{res}{space 2}-.0056192{col 26}{space 2} .0025509{col 37}{space 1}   -2.20{col 46}{space 3}0.030{col 54}{space 4}-.0106729{col 67}{space 3}-.0005655
{txt}mayorcounc~m {c |}{col 14}{res}{space 2} .0204491{col 26}{space 2} .0192944{col 37}{space 1}    1.06{col 46}{space 3}0.291{col 54}{space 4}-.0177765{col 67}{space 3} .0586747
{txt}{space 3}demvs1988 {c |}{col 14}{res}{space 2}-.0282927{col 26}{space 2} .0910896{col 37}{space 1}   -0.31{col 46}{space 3}0.757{col 54}{space 4}-.2087575{col 67}{space 3} .1521722
{txt}{space 12} {c |}
{space 8}year {c |}
{space 7}1991  {c |}{col 14}{res}{space 2} .0251247{col 26}{space 2} .0594387{col 37}{space 1}    0.42{col 46}{space 3}0.673{col 54}{space 4}-.0926341{col 67}{space 3} .1428836
{txt}{space 7}1992  {c |}{col 14}{res}{space 2}-.0319486{col 26}{space 2} .0618461{col 37}{space 1}   -0.52{col 46}{space 3}0.606{col 54}{space 4}-.1544768{col 67}{space 3} .0905796
{txt}{space 7}1993  {c |}{col 14}{res}{space 2} -.007989{col 26}{space 2} .0562281{col 37}{space 1}   -0.14{col 46}{space 3}0.887{col 54}{space 4}-.1193871{col 67}{space 3}  .103409
{txt}{space 7}1994  {c |}{col 14}{res}{space 2} .0637293{col 26}{space 2} .0511336{col 37}{space 1}    1.25{col 46}{space 3}0.215{col 54}{space 4}-.0375756{col 67}{space 3} .1650341
{txt}{space 7}1995  {c |}{col 14}{res}{space 2}  .018718{col 26}{space 2} .0471597{col 37}{space 1}    0.40{col 46}{space 3}0.692{col 54}{space 4}-.0747139{col 67}{space 3} .1121499
{txt}{space 7}1996  {c |}{col 14}{res}{space 2}-.0229598{col 26}{space 2} .0488929{col 37}{space 1}   -0.47{col 46}{space 3}0.640{col 54}{space 4}-.1198255{col 67}{space 3} .0739058
{txt}{space 7}1997  {c |}{col 14}{res}{space 2} .0083058{col 26}{space 2} .0502081{col 37}{space 1}    0.17{col 46}{space 3}0.869{col 54}{space 4}-.0911656{col 67}{space 3} .1077772
{txt}{space 7}1998  {c |}{col 14}{res}{space 2} .0579045{col 26}{space 2} .0614721{col 37}{space 1}    0.94{col 46}{space 3}0.348{col 54}{space 4}-.0638827{col 67}{space 3} .1796918
{txt}{space 7}1999  {c |}{col 14}{res}{space 2} .0771316{col 26}{space 2} .0604126{col 37}{space 1}    1.28{col 46}{space 3}0.204{col 54}{space 4}-.0425567{col 67}{space 3} .1968199
{txt}{space 7}2000  {c |}{col 14}{res}{space 2} .0519677{col 26}{space 2} .0669086{col 37}{space 1}    0.78{col 46}{space 3}0.439{col 54}{space 4}-.0805902{col 67}{space 3} .1845256
{txt}{space 7}2001  {c |}{col 14}{res}{space 2} .0362783{col 26}{space 2} .0531848{col 37}{space 1}    0.68{col 46}{space 3}0.497{col 54}{space 4}-.0690903{col 67}{space 3} .1416469
{txt}{space 7}2002  {c |}{col 14}{res}{space 2} .0636339{col 26}{space 2} .0510073{col 37}{space 1}    1.25{col 46}{space 3}0.215{col 54}{space 4}-.0374208{col 67}{space 3} .1646887
{txt}{space 7}2003  {c |}{col 14}{res}{space 2} .0499069{col 26}{space 2} .0476805{col 37}{space 1}    1.05{col 46}{space 3}0.297{col 54}{space 4}-.0445568{col 67}{space 3} .1443706
{txt}{space 7}2004  {c |}{col 14}{res}{space 2}-.0688519{col 26}{space 2} .0583359{col 37}{space 1}   -1.18{col 46}{space 3}0.240{col 54}{space 4}-.1844259{col 67}{space 3} .0467221
{txt}{space 7}2005  {c |}{col 14}{res}{space 2} .0391101{col 26}{space 2} .0537865{col 37}{space 1}    0.73{col 46}{space 3}0.469{col 54}{space 4}-.0674507{col 67}{space 3} .1456709
{txt}{space 7}2006  {c |}{col 14}{res}{space 2} .0385455{col 26}{space 2} .0644366{col 37}{space 1}    0.60{col 46}{space 3}0.551{col 54}{space 4}-.0891151{col 67}{space 3} .1662061
{txt}{space 7}2007  {c |}{col 14}{res}{space 2} .0647291{col 26}{space 2} .0553172{col 37}{space 1}    1.17{col 46}{space 3}0.244{col 54}{space 4}-.0448644{col 67}{space 3} .1743225
{txt}{space 7}2008  {c |}{col 14}{res}{space 2}-.0254801{col 26}{space 2} .0552399{col 37}{space 1}   -0.46{col 46}{space 3}0.645{col 54}{space 4}-.1349203{col 67}{space 3} .0839601
{txt}{space 7}2009  {c |}{col 14}{res}{space 2}-.0261569{col 26}{space 2} .1100617{col 37}{space 1}   -0.24{col 46}{space 3}0.813{col 54}{space 4} -.244209{col 67}{space 3} .1918952
{txt}{space 7}2010  {c |}{col 14}{res}{space 2} .0598397{col 26}{space 2}  .119611{col 37}{space 1}    0.50{col 46}{space 3}0.618{col 54}{space 4}-.1771312{col 67}{space 3} .2968105
{txt}{space 7}2011  {c |}{col 14}{res}{space 2}-.0734878{col 26}{space 2} .1193332{col 37}{space 1}   -0.62{col 46}{space 3}0.539{col 54}{space 4}-.3099085{col 67}{space 3} .1629328
{txt}{space 12} {c |}
{space 7}_cons {c |}{col 14}{res}{space 2} .3922124{col 26}{space 2} .1919491{col 37}{space 1}    2.04{col 46}{space 3}0.043{col 54}{space 4} .0119267{col 67}{space 3} .7724982
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Linear regression                                      Number of obs ={res}     338
                                                       {txt}F( 32,   113) ={res}    1.74
                                                       {txt}Prob > F      = {res} 0.0185
                                                       {txt}R-squared     = {res} 0.1431
                                                       {txt}Root MSE      = {res} .12566

{txt}{ralign 78:(Std. Err. adjusted for {res:114} clusters in citystabbr)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}incumbentp~t{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
DIFFusmont~h {c |}{col 14}{res}{space 2} .0110322{col 26}{space 2} .0041958{col 37}{space 1}    2.63{col 46}{space 3}0.010{col 54}{space 4} .0027196{col 67}{space 3} .0193449
{txt}unemploymo~s {c |}{col 14}{res}{space 2} .0074485{col 26}{space 2} .0258534{col 37}{space 1}    0.29{col 46}{space 3}0.774{col 54}{space 4}-.0437717{col 67}{space 3} .0586688
{txt}CENSUS2000~c {c |}{col 14}{res}{space 2} .0066282{col 26}{space 2} .0023381{col 37}{space 1}    2.83{col 46}{space 3}0.005{col 54}{space 4} .0019959{col 67}{space 3} .0112605
{txt}logCENSUS2~p {c |}{col 14}{res}{space 2}   .00797{col 26}{space 2} .0100842{col 37}{space 1}    0.79{col 46}{space 3}0.431{col 54}{space 4}-.0120086{col 67}{space 3} .0279486
{txt}CEN~cpercent {c |}{col 14}{res}{space 2} .0842987{col 26}{space 2}   .05276{col 37}{space 1}    1.60{col 46}{space 3}0.113{col 54}{space 4}-.0202285{col 67}{space 3} .1888258
{txt}CEN~kpercent {c |}{col 14}{res}{space 2}-.0034285{col 26}{space 2} .0634327{col 37}{space 1}   -0.05{col 46}{space 3}0.957{col 54}{space 4}-.1291002{col 67}{space 3} .1222432
{txt}CENSUS2000~s {c |}{col 14}{res}{space 2}-.3038535{col 26}{space 2} .1755034{col 37}{space 1}   -1.73{col 46}{space 3}0.086{col 54}{space 4}-.6515573{col 67}{space 3} .0438503
{txt}CENSUS2000~e {c |}{col 14}{res}{space 2}-.0017906{col 26}{space 2} .0014624{col 37}{space 1}   -1.22{col 46}{space 3}0.223{col 54}{space 4}-.0046879{col 67}{space 3} .0011068
{txt}CENSUS1990~c {c |}{col 14}{res}{space 2} -.005463{col 26}{space 2} .0026033{col 37}{space 1}   -2.10{col 46}{space 3}0.038{col 54}{space 4}-.0106206{col 67}{space 3}-.0003055
{txt}mayorcounc~m {c |}{col 14}{res}{space 2} .0191314{col 26}{space 2} .0190685{col 37}{space 1}    1.00{col 46}{space 3}0.318{col 54}{space 4}-.0186469{col 67}{space 3} .0569096
{txt}{space 3}demvs1988 {c |}{col 14}{res}{space 2}-.0232321{col 26}{space 2}  .103023{col 37}{space 1}   -0.23{col 46}{space 3}0.822{col 54}{space 4}-.2273391{col 67}{space 3}  .180875
{txt}{space 12} {c |}
{space 8}year {c |}
{space 7}1991  {c |}{col 14}{res}{space 2} .0225582{col 26}{space 2} .0591658{col 37}{space 1}    0.38{col 46}{space 3}0.704{col 54}{space 4}  -.09466{col 67}{space 3} .1397764
{txt}{space 7}1992  {c |}{col 14}{res}{space 2}-.0334646{col 26}{space 2} .0635362{col 37}{space 1}   -0.53{col 46}{space 3}0.599{col 54}{space 4}-.1593412{col 67}{space 3} .0924121
{txt}{space 7}1993  {c |}{col 14}{res}{space 2}-.0161459{col 26}{space 2} .0555596{col 37}{space 1}   -0.29{col 46}{space 3}0.772{col 54}{space 4}-.1262195{col 67}{space 3} .0939278
{txt}{space 7}1994  {c |}{col 14}{res}{space 2}  .061523{col 26}{space 2} .0508216{col 37}{space 1}    1.21{col 46}{space 3}0.229{col 54}{space 4}-.0391638{col 67}{space 3} .1622097
{txt}{space 7}1995  {c |}{col 14}{res}{space 2} .0173242{col 26}{space 2} .0470979{col 37}{space 1}    0.37{col 46}{space 3}0.714{col 54}{space 4}-.0759853{col 67}{space 3} .1106338
{txt}{space 7}1996  {c |}{col 14}{res}{space 2}-.0212073{col 26}{space 2}  .050101{col 37}{space 1}   -0.42{col 46}{space 3}0.673{col 54}{space 4}-.1204664{col 67}{space 3} .0780518
{txt}{space 7}1997  {c |}{col 14}{res}{space 2} .0066847{col 26}{space 2} .0500989{col 37}{space 1}    0.13{col 46}{space 3}0.894{col 54}{space 4}-.0925702{col 67}{space 3} .1059396
{txt}{space 7}1998  {c |}{col 14}{res}{space 2} .0581355{col 26}{space 2} .0614158{col 37}{space 1}    0.95{col 46}{space 3}0.346{col 54}{space 4}-.0635402{col 67}{space 3} .1798113
{txt}{space 7}1999  {c |}{col 14}{res}{space 2} .0761146{col 26}{space 2} .0602131{col 37}{space 1}    1.26{col 46}{space 3}0.209{col 54}{space 4}-.0431785{col 67}{space 3} .1954076
{txt}{space 7}2000  {c |}{col 14}{res}{space 2}  .052892{col 26}{space 2} .0674798{col 37}{space 1}    0.78{col 46}{space 3}0.435{col 54}{space 4}-.0807978{col 67}{space 3} .1865817
{txt}{space 7}2001  {c |}{col 14}{res}{space 2} .0334328{col 26}{space 2} .0518994{col 37}{space 1}    0.64{col 46}{space 3}0.521{col 54}{space 4}-.0693892{col 67}{space 3} .1362549
{txt}{space 7}2002  {c |}{col 14}{res}{space 2} .0626701{col 26}{space 2} .0507644{col 37}{space 1}    1.23{col 46}{space 3}0.220{col 54}{space 4}-.0379034{col 67}{space 3} .1632436
{txt}{space 7}2003  {c |}{col 14}{res}{space 2} .0480616{col 26}{space 2} .0474723{col 37}{space 1}    1.01{col 46}{space 3}0.314{col 54}{space 4}-.0459895{col 67}{space 3} .1421127
{txt}{space 7}2004  {c |}{col 14}{res}{space 2}-.0695049{col 26}{space 2} .0585667{col 37}{space 1}   -1.19{col 46}{space 3}0.238{col 54}{space 4}-.1855361{col 67}{space 3} .0465264
{txt}{space 7}2005  {c |}{col 14}{res}{space 2} .0373335{col 26}{space 2}  .053521{col 37}{space 1}    0.70{col 46}{space 3}0.487{col 54}{space 4}-.0687012{col 67}{space 3} .1433683
{txt}{space 7}2006  {c |}{col 14}{res}{space 2}  .038954{col 26}{space 2} .0642558{col 37}{space 1}    0.61{col 46}{space 3}0.546{col 54}{space 4}-.0883483{col 67}{space 3} .1662563
{txt}{space 7}2007  {c |}{col 14}{res}{space 2} .0632565{col 26}{space 2} .0551772{col 37}{space 1}    1.15{col 46}{space 3}0.254{col 54}{space 4}-.0460595{col 67}{space 3} .1725724
{txt}{space 7}2008  {c |}{col 14}{res}{space 2}-.0259488{col 26}{space 2} .0554806{col 37}{space 1}   -0.47{col 46}{space 3}0.641{col 54}{space 4}-.1358659{col 67}{space 3} .0839684
{txt}{space 7}2009  {c |}{col 14}{res}{space 2} -.029611{col 26}{space 2} .1095425{col 37}{space 1}   -0.27{col 46}{space 3}0.787{col 54}{space 4}-.2466345{col 67}{space 3} .1874125
{txt}{space 7}2010  {c |}{col 14}{res}{space 2} .0574155{col 26}{space 2} .1193123{col 37}{space 1}    0.48{col 46}{space 3}0.631{col 54}{space 4}-.1789637{col 67}{space 3} .2937947
{txt}{space 7}2011  {c |}{col 14}{res}{space 2}-.0762332{col 26}{space 2} .1195434{col 37}{space 1}   -0.64{col 46}{space 3}0.525{col 54}{space 4}-.3130702{col 67}{space 3} .1606039
{txt}{space 12} {c |}
{space 7}_cons {c |}{col 14}{res}{space 2} .3776598{col 26}{space 2} .1917174{col 37}{space 1}    1.97{col 46}{space 3}0.051{col 54}{space 4} -.002167{col 67}{space 3} .7574865
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Linear regression                                      Number of obs ={res}     339
                                                       {txt}F( 32,   113) ={res}    2.06
                                                       {txt}Prob > F      = {res} 0.0030
                                                       {txt}R-squared     = {res} 0.1501
                                                       {txt}Root MSE      = {res} .12526

{txt}{ralign 78:(Std. Err. adjusted for {res:114} clusters in citystabbr)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}incumbentp~t{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
DIFFusmont~h {c |}{col 14}{res}{space 2} .0111049{col 26}{space 2}  .004088{col 37}{space 1}    2.72{col 46}{space 3}0.008{col 54}{space 4} .0030057{col 67}{space 3}  .019204
{txt}unemploymo~s {c |}{col 14}{res}{space 2} .0092718{col 26}{space 2}  .025855{col 37}{space 1}    0.36{col 46}{space 3}0.721{col 54}{space 4}-.0419516{col 67}{space 3} .0604953
{txt}CENSUS2000~c {c |}{col 14}{res}{space 2}  .006797{col 26}{space 2} .0022927{col 37}{space 1}    2.96{col 46}{space 3}0.004{col 54}{space 4} .0022548{col 67}{space 3} .0113393
{txt}logCENSUS2~p {c |}{col 14}{res}{space 2} .0090925{col 26}{space 2} .0102707{col 37}{space 1}    0.89{col 46}{space 3}0.378{col 54}{space 4}-.0112555{col 67}{space 3} .0294405
{txt}CEN~cpercent {c |}{col 14}{res}{space 2} .0887566{col 26}{space 2}  .051656{col 37}{space 1}    1.72{col 46}{space 3}0.088{col 54}{space 4}-.0135833{col 67}{space 3} .1910964
{txt}CEN~kpercent {c |}{col 14}{res}{space 2}-.0010905{col 26}{space 2} .0617192{col 37}{space 1}   -0.02{col 46}{space 3}0.986{col 54}{space 4}-.1233675{col 67}{space 3} .1211864
{txt}CENSUS2000~s {c |}{col 14}{res}{space 2}-.3010248{col 26}{space 2} .1739203{col 37}{space 1}   -1.73{col 46}{space 3}0.086{col 54}{space 4}-.6455923{col 67}{space 3} .0435427
{txt}CENSUS2000~e {c |}{col 14}{res}{space 2}-.0018134{col 26}{space 2} .0014265{col 37}{space 1}   -1.27{col 46}{space 3}0.206{col 54}{space 4}-.0046395{col 67}{space 3} .0010128
{txt}CENSUS1990~c {c |}{col 14}{res}{space 2}-.0056948{col 26}{space 2} .0025367{col 37}{space 1}   -2.24{col 46}{space 3}0.027{col 54}{space 4}-.0107205{col 67}{space 3}-.0006691
{txt}mayorcounc~m {c |}{col 14}{res}{space 2} .0195776{col 26}{space 2} .0190743{col 37}{space 1}    1.03{col 46}{space 3}0.307{col 54}{space 4}-.0182121{col 67}{space 3} .0573673
{txt}{space 3}demvs1988 {c |}{col 14}{res}{space 2}-.0342622{col 26}{space 2} .0920584{col 37}{space 1}   -0.37{col 46}{space 3}0.710{col 54}{space 4}-.2166464{col 67}{space 3}  .148122
{txt}{space 12} {c |}
{space 8}year {c |}
{space 7}1991  {c |}{col 14}{res}{space 2} .0202126{col 26}{space 2} .0592967{col 37}{space 1}    0.34{col 46}{space 3}0.734{col 54}{space 4}-.0972649{col 67}{space 3}   .13769
{txt}{space 7}1992  {c |}{col 14}{res}{space 2}-.0373082{col 26}{space 2} .0617563{col 37}{space 1}   -0.60{col 46}{space 3}0.547{col 54}{space 4}-.1596587{col 67}{space 3} .0850422
{txt}{space 7}1993  {c |}{col 14}{res}{space 2} -.019023{col 26}{space 2} .0556093{col 37}{space 1}   -0.34{col 46}{space 3}0.733{col 54}{space 4}-.1291949{col 67}{space 3}  .091149
{txt}{space 7}1994  {c |}{col 14}{res}{space 2} .0614993{col 26}{space 2} .0508774{col 37}{space 1}    1.21{col 46}{space 3}0.229{col 54}{space 4} -.039298{col 67}{space 3} .1622965
{txt}{space 7}1995  {c |}{col 14}{res}{space 2}  .017301{col 26}{space 2} .0471991{col 37}{space 1}    0.37{col 46}{space 3}0.715{col 54}{space 4} -.076209{col 67}{space 3} .1108109
{txt}{space 7}1996  {c |}{col 14}{res}{space 2}-.0232159{col 26}{space 2} .0487887{col 37}{space 1}   -0.48{col 46}{space 3}0.635{col 54}{space 4}-.1198752{col 67}{space 3} .0734434
{txt}{space 7}1997  {c |}{col 14}{res}{space 2} .0086334{col 26}{space 2} .0501985{col 37}{space 1}    0.17{col 46}{space 3}0.864{col 54}{space 4}-.0908188{col 67}{space 3} .1080856
{txt}{space 7}1998  {c |}{col 14}{res}{space 2} .0605862{col 26}{space 2} .0614234{col 37}{space 1}    0.99{col 46}{space 3}0.326{col 54}{space 4}-.0611047{col 67}{space 3} .1822771
{txt}{space 7}1999  {c |}{col 14}{res}{space 2} .0780812{col 26}{space 2} .0603922{col 37}{space 1}    1.29{col 46}{space 3}0.199{col 54}{space 4}-.0415667{col 67}{space 3} .1977291
{txt}{space 7}2000  {c |}{col 14}{res}{space 2} .0557011{col 26}{space 2}  .066948{col 37}{space 1}    0.83{col 46}{space 3}0.407{col 54}{space 4} -.076935{col 67}{space 3} .1883371
{txt}{space 7}2001  {c |}{col 14}{res}{space 2} .0401464{col 26}{space 2} .0525706{col 37}{space 1}    0.76{col 46}{space 3}0.447{col 54}{space 4}-.0640055{col 67}{space 3} .1442983
{txt}{space 7}2002  {c |}{col 14}{res}{space 2} .0627723{col 26}{space 2} .0509073{col 37}{space 1}    1.23{col 46}{space 3}0.220{col 54}{space 4}-.0380843{col 67}{space 3} .1636289
{txt}{space 7}2003  {c |}{col 14}{res}{space 2} .0470836{col 26}{space 2} .0475251{col 37}{space 1}    0.99{col 46}{space 3}0.324{col 54}{space 4}-.0470722{col 67}{space 3} .1412394
{txt}{space 7}2004  {c |}{col 14}{res}{space 2}-.0696125{col 26}{space 2} .0584821{col 37}{space 1}   -1.19{col 46}{space 3}0.236{col 54}{space 4}-.1854761{col 67}{space 3} .0462512
{txt}{space 7}2005  {c |}{col 14}{res}{space 2} .0387659{col 26}{space 2} .0536881{col 37}{space 1}    0.72{col 46}{space 3}0.472{col 54}{space 4}-.0675999{col 67}{space 3} .1451317
{txt}{space 7}2006  {c |}{col 14}{res}{space 2} .0408404{col 26}{space 2} .0644203{col 37}{space 1}    0.63{col 46}{space 3}0.527{col 54}{space 4}-.0867878{col 67}{space 3} .1684686
{txt}{space 7}2007  {c |}{col 14}{res}{space 2} .0647936{col 26}{space 2} .0552871{col 37}{space 1}    1.17{col 46}{space 3}0.244{col 54}{space 4}-.0447401{col 67}{space 3} .1743273
{txt}{space 7}2008  {c |}{col 14}{res}{space 2}-.0277083{col 26}{space 2} .0551207{col 37}{space 1}   -0.50{col 46}{space 3}0.616{col 54}{space 4}-.1369123{col 67}{space 3} .0814957
{txt}{space 7}2009  {c |}{col 14}{res}{space 2}-.0363973{col 26}{space 2} .1096402{col 37}{space 1}   -0.33{col 46}{space 3}0.741{col 54}{space 4}-.2536143{col 67}{space 3} .1808198
{txt}{space 7}2010  {c |}{col 14}{res}{space 2} .0501582{col 26}{space 2} .1193585{col 37}{space 1}    0.42{col 46}{space 3}0.675{col 54}{space 4}-.1863125{col 67}{space 3} .2866289
{txt}{space 7}2011  {c |}{col 14}{res}{space 2}-.0818402{col 26}{space 2} .1188814{col 37}{space 1}   -0.69{col 46}{space 3}0.493{col 54}{space 4}-.3173657{col 67}{space 3} .1536852
{txt}{space 12} {c |}
{space 7}_cons {c |}{col 14}{res}{space 2} .3563437{col 26}{space 2}  .192381{col 37}{space 1}    1.85{col 46}{space 3}0.067{col 54}{space 4}-.0247977{col 67}{space 3} .7374851
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Linear regression                                      Number of obs ={res}     337
                                                       {txt}F( 32,   113) ={res}    1.90
                                                       {txt}Prob > F      = {res} 0.0076
                                                       {txt}R-squared     = {res} 0.1478
                                                       {txt}Root MSE      = {res} .12567

{txt}{ralign 78:(Std. Err. adjusted for {res:114} clusters in citystabbr)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}incumbentp~t{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
DIFFusmont~h {c |}{col 14}{res}{space 2} .0111192{col 26}{space 2} .0041184{col 37}{space 1}    2.70{col 46}{space 3}0.008{col 54}{space 4} .0029598{col 67}{space 3} .0192785
{txt}unemploymo~s {c |}{col 14}{res}{space 2} .0083994{col 26}{space 2} .0259142{col 37}{space 1}    0.32{col 46}{space 3}0.746{col 54}{space 4}-.0429413{col 67}{space 3}   .05974
{txt}CENSUS2000~c {c |}{col 14}{res}{space 2} .0067071{col 26}{space 2} .0023214{col 37}{space 1}    2.89{col 46}{space 3}0.005{col 54}{space 4}  .002108{col 67}{space 3} .0113061
{txt}logCENSUS2~p {c |}{col 14}{res}{space 2} .0076962{col 26}{space 2}  .010197{col 37}{space 1}    0.75{col 46}{space 3}0.452{col 54}{space 4} -.012506{col 67}{space 3} .0278983
{txt}CEN~cpercent {c |}{col 14}{res}{space 2} .0867581{col 26}{space 2} .0513596{col 37}{space 1}    1.69{col 46}{space 3}0.094{col 54}{space 4}-.0149946{col 67}{space 3} .1885108
{txt}CEN~kpercent {c |}{col 14}{res}{space 2}-.0000311{col 26}{space 2} .0619196{col 37}{space 1}   -0.00{col 46}{space 3}1.000{col 54}{space 4}-.1227049{col 67}{space 3} .1226427
{txt}CENSUS2000~s {c |}{col 14}{res}{space 2}-.3031597{col 26}{space 2}  .178689{col 37}{space 1}   -1.70{col 46}{space 3}0.093{col 54}{space 4}-.6571748{col 67}{space 3} .0508554
{txt}CENSUS2000~e {c |}{col 14}{res}{space 2} -.001804{col 26}{space 2} .0014339{col 37}{space 1}   -1.26{col 46}{space 3}0.211{col 54}{space 4}-.0046449{col 67}{space 3}  .001037
{txt}CENSUS1990~c {c |}{col 14}{res}{space 2}-.0055645{col 26}{space 2}  .002556{col 37}{space 1}   -2.18{col 46}{space 3}0.032{col 54}{space 4}-.0106284{col 67}{space 3}-.0005005
{txt}mayorcounc~m {c |}{col 14}{res}{space 2} .0194147{col 26}{space 2} .0190947{col 37}{space 1}    1.02{col 46}{space 3}0.311{col 54}{space 4}-.0184154{col 67}{space 3} .0572448
{txt}{space 3}demvs1988 {c |}{col 14}{res}{space 2}-.0292752{col 26}{space 2} .0923745{col 37}{space 1}   -0.32{col 46}{space 3}0.752{col 54}{space 4}-.2122857{col 67}{space 3} .1537352
{txt}{space 12} {c |}
{space 8}year {c |}
{space 7}1991  {c |}{col 14}{res}{space 2} .0216587{col 26}{space 2} .0593742{col 37}{space 1}    0.36{col 46}{space 3}0.716{col 54}{space 4}-.0959723{col 67}{space 3} .1392897
{txt}{space 7}1992  {c |}{col 14}{res}{space 2}-.0331129{col 26}{space 2} .0633043{col 37}{space 1}   -0.52{col 46}{space 3}0.602{col 54}{space 4}-.1585301{col 67}{space 3} .0923043
{txt}{space 7}1993  {c |}{col 14}{res}{space 2}-.0172509{col 26}{space 2} .0555486{col 37}{space 1}   -0.31{col 46}{space 3}0.757{col 54}{space 4}-.1273028{col 67}{space 3}  .092801
{txt}{space 7}1994  {c |}{col 14}{res}{space 2} .0617503{col 26}{space 2} .0508662{col 37}{space 1}    1.21{col 46}{space 3}0.227{col 54}{space 4}-.0390249{col 67}{space 3} .1625254
{txt}{space 7}1995  {c |}{col 14}{res}{space 2} .0177193{col 26}{space 2} .0472044{col 37}{space 1}    0.38{col 46}{space 3}0.708{col 54}{space 4}-.0758011{col 67}{space 3} .1112397
{txt}{space 7}1996  {c |}{col 14}{res}{space 2}-.0235703{col 26}{space 2}  .048888{col 37}{space 1}   -0.48{col 46}{space 3}0.631{col 54}{space 4}-.1204262{col 67}{space 3} .0732856
{txt}{space 7}1997  {c |}{col 14}{res}{space 2} .0079594{col 26}{space 2} .0502703{col 37}{space 1}    0.16{col 46}{space 3}0.874{col 54}{space 4}-.0916351{col 67}{space 3}  .107554
{txt}{space 7}1998  {c |}{col 14}{res}{space 2}  .059383{col 26}{space 2} .0616254{col 37}{space 1}    0.96{col 46}{space 3}0.337{col 54}{space 4} -.062708{col 67}{space 3} .1814739
{txt}{space 7}1999  {c |}{col 14}{res}{space 2} .0778481{col 26}{space 2} .0604329{col 37}{space 1}    1.29{col 46}{space 3}0.200{col 54}{space 4}-.0418804{col 67}{space 3} .1975765
{txt}{space 7}2000  {c |}{col 14}{res}{space 2} .0534472{col 26}{space 2} .0679385{col 37}{space 1}    0.79{col 46}{space 3}0.433{col 54}{space 4}-.0811513{col 67}{space 3} .1880456
{txt}{space 7}2001  {c |}{col 14}{res}{space 2} .0339101{col 26}{space 2} .0519908{col 37}{space 1}    0.65{col 46}{space 3}0.516{col 54}{space 4}-.0690931{col 67}{space 3} .1369133
{txt}{space 7}2002  {c |}{col 14}{res}{space 2} .0627116{col 26}{space 2} .0508928{col 37}{space 1}    1.23{col 46}{space 3}0.220{col 54}{space 4}-.0381162{col 67}{space 3} .1635394
{txt}{space 7}2003  {c |}{col 14}{res}{space 2} .0480531{col 26}{space 2} .0475209{col 37}{space 1}    1.01{col 46}{space 3}0.314{col 54}{space 4}-.0460943{col 67}{space 3} .1422005
{txt}{space 7}2004  {c |}{col 14}{res}{space 2}-.0755206{col 26}{space 2} .0607134{col 37}{space 1}   -1.24{col 46}{space 3}0.216{col 54}{space 4}-.1958048{col 67}{space 3} .0447636
{txt}{space 7}2005  {c |}{col 14}{res}{space 2} .0385877{col 26}{space 2} .0536933{col 37}{space 1}    0.72{col 46}{space 3}0.474{col 54}{space 4}-.0677883{col 67}{space 3} .1449638
{txt}{space 7}2006  {c |}{col 14}{res}{space 2} .0398824{col 26}{space 2} .0643561{col 37}{space 1}    0.62{col 46}{space 3}0.537{col 54}{space 4}-.0876185{col 67}{space 3} .1673834
{txt}{space 7}2007  {c |}{col 14}{res}{space 2} .0644425{col 26}{space 2} .0553623{col 37}{space 1}    1.16{col 46}{space 3}0.247{col 54}{space 4}-.0452402{col 67}{space 3} .1741252
{txt}{space 7}2008  {c |}{col 14}{res}{space 2}-.0183902{col 26}{space 2} .0575246{col 37}{space 1}   -0.32{col 46}{space 3}0.750{col 54}{space 4}-.1323569{col 67}{space 3} .0955765
{txt}{space 7}2009  {c |}{col 14}{res}{space 2}-.0329388{col 26}{space 2} .1096493{col 37}{space 1}   -0.30{col 46}{space 3}0.764{col 54}{space 4}-.2501739{col 67}{space 3} .1842964
{txt}{space 7}2010  {c |}{col 14}{res}{space 2} .0535608{col 26}{space 2} .1195343{col 37}{space 1}    0.45{col 46}{space 3}0.655{col 54}{space 4}-.1832581{col 67}{space 3} .2903797
{txt}{space 7}2011  {c |}{col 14}{res}{space 2}-.0789691{col 26}{space 2} .1193507{col 37}{space 1}   -0.66{col 46}{space 3}0.510{col 54}{space 4}-.3154243{col 67}{space 3}  .157486
{txt}{space 12} {c |}
{space 7}_cons {c |}{col 14}{res}{space 2} .3768131{col 26}{space 2} .1920663{col 37}{space 1}    1.96{col 46}{space 3}0.052{col 54}{space 4}-.0037049{col 67}{space 3}  .757331
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Linear regression                                      Number of obs ={res}     338
                                                       {txt}F( 32,   113) ={res}    2.11
                                                       {txt}Prob > F      = {res} 0.0023
                                                       {txt}R-squared     = {res} 0.1520
                                                       {txt}Root MSE      = {res} .12532

{txt}{ralign 78:(Std. Err. adjusted for {res:114} clusters in citystabbr)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}incumbentp~t{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
DIFFusmont~h {c |}{col 14}{res}{space 2} .0109786{col 26}{space 2} .0040887{col 37}{space 1}    2.69{col 46}{space 3}0.008{col 54}{space 4} .0028782{col 67}{space 3} .0190791
{txt}unemploymo~s {c |}{col 14}{res}{space 2} .0083386{col 26}{space 2} .0258322{col 37}{space 1}    0.32{col 46}{space 3}0.747{col 54}{space 4}-.0428397{col 67}{space 3} .0595168
{txt}CENSUS2000~c {c |}{col 14}{res}{space 2} .0067502{col 26}{space 2}  .002304{col 37}{space 1}    2.93{col 46}{space 3}0.004{col 54}{space 4} .0021855{col 67}{space 3} .0113149
{txt}logCENSUS2~p {c |}{col 14}{res}{space 2} .0087359{col 26}{space 2}  .010101{col 37}{space 1}    0.86{col 46}{space 3}0.389{col 54}{space 4}-.0112759{col 67}{space 3} .0287478
{txt}CEN~cpercent {c |}{col 14}{res}{space 2} .0808239{col 26}{space 2} .0519197{col 37}{space 1}    1.56{col 46}{space 3}0.122{col 54}{space 4}-.0220384{col 67}{space 3} .1836863
{txt}CEN~kpercent {c |}{col 14}{res}{space 2}-.0020623{col 26}{space 2} .0618756{col 37}{space 1}   -0.03{col 46}{space 3}0.973{col 54}{space 4}-.1246489{col 67}{space 3} .1205244
{txt}CENSUS2000~s {c |}{col 14}{res}{space 2}-.3177957{col 26}{space 2} .1745523{col 37}{space 1}   -1.82{col 46}{space 3}0.071{col 54}{space 4}-.6636153{col 67}{space 3} .0280238
{txt}CENSUS2000~e {c |}{col 14}{res}{space 2}-.0017984{col 26}{space 2} .0014299{col 37}{space 1}   -1.26{col 46}{space 3}0.211{col 54}{space 4}-.0046314{col 67}{space 3} .0010345
{txt}CENSUS1990~c {c |}{col 14}{res}{space 2}-.0054807{col 26}{space 2} .0025558{col 37}{space 1}   -2.14{col 46}{space 3}0.034{col 54}{space 4}-.0105441{col 67}{space 3}-.0004172
{txt}mayorcounc~m {c |}{col 14}{res}{space 2} .0204894{col 26}{space 2} .0191216{col 37}{space 1}    1.07{col 46}{space 3}0.286{col 54}{space 4} -.017394{col 67}{space 3} .0583728
{txt}{space 3}demvs1988 {c |}{col 14}{res}{space 2}-.0338429{col 26}{space 2} .0915337{col 37}{space 1}   -0.37{col 46}{space 3}0.712{col 54}{space 4}-.2151877{col 67}{space 3} .1475019
{txt}{space 12} {c |}
{space 8}year {c |}
{space 7}1991  {c |}{col 14}{res}{space 2} .0217444{col 26}{space 2} .0592805{col 37}{space 1}    0.37{col 46}{space 3}0.714{col 54}{space 4}-.0957009{col 67}{space 3} .1391897
{txt}{space 7}1992  {c |}{col 14}{res}{space 2}-.0359374{col 26}{space 2} .0618122{col 37}{space 1}   -0.58{col 46}{space 3}0.562{col 54}{space 4}-.1583985{col 67}{space 3} .0865238
{txt}{space 7}1993  {c |}{col 14}{res}{space 2} -.016501{col 26}{space 2} .0556235{col 37}{space 1}   -0.30{col 46}{space 3}0.767{col 54}{space 4}-.1267012{col 67}{space 3} .0936992
{txt}{space 7}1994  {c |}{col 14}{res}{space 2} .0615217{col 26}{space 2} .0510048{col 37}{space 1}    1.21{col 46}{space 3}0.230{col 54}{space 4}-.0395281{col 67}{space 3} .1625715
{txt}{space 7}1995  {c |}{col 14}{res}{space 2} .0194459{col 26}{space 2} .0476001{col 37}{space 1}    0.41{col 46}{space 3}0.684{col 54}{space 4}-.0748585{col 67}{space 3} .1137503
{txt}{space 7}1996  {c |}{col 14}{res}{space 2}-.0240154{col 26}{space 2} .0487562{col 37}{space 1}   -0.49{col 46}{space 3}0.623{col 54}{space 4}-.1206102{col 67}{space 3} .0725795
{txt}{space 7}1997  {c |}{col 14}{res}{space 2} .0083291{col 26}{space 2} .0501043{col 37}{space 1}    0.17{col 46}{space 3}0.868{col 54}{space 4}-.0909365{col 67}{space 3} .1075946
{txt}{space 7}1998  {c |}{col 14}{res}{space 2} .0596887{col 26}{space 2}  .061389{col 37}{space 1}    0.97{col 46}{space 3}0.333{col 54}{space 4} -.061934{col 67}{space 3} .1813114
{txt}{space 7}1999  {c |}{col 14}{res}{space 2} .0778991{col 26}{space 2} .0600973{col 37}{space 1}    1.30{col 46}{space 3}0.198{col 54}{space 4}-.0411645{col 67}{space 3} .1969627
{txt}{space 7}2000  {c |}{col 14}{res}{space 2} .0538335{col 26}{space 2} .0668209{col 37}{space 1}    0.81{col 46}{space 3}0.422{col 54}{space 4}-.0785508{col 67}{space 3} .1862177
{txt}{space 7}2001  {c |}{col 14}{res}{space 2} .0344527{col 26}{space 2} .0519057{col 37}{space 1}    0.66{col 46}{space 3}0.508{col 54}{space 4}-.0683818{col 67}{space 3} .1372872
{txt}{space 7}2002  {c |}{col 14}{res}{space 2} .0628417{col 26}{space 2}  .050909{col 37}{space 1}    1.23{col 46}{space 3}0.220{col 54}{space 4}-.0380182{col 67}{space 3} .1637016
{txt}{space 7}2003  {c |}{col 14}{res}{space 2} .0488494{col 26}{space 2} .0484802{col 37}{space 1}    1.01{col 46}{space 3}0.316{col 54}{space 4}-.0471986{col 67}{space 3} .1448974
{txt}{space 7}2004  {c |}{col 14}{res}{space 2}-.0695277{col 26}{space 2} .0584406{col 37}{space 1}   -1.19{col 46}{space 3}0.237{col 54}{space 4} -.185309{col 67}{space 3} .0462536
{txt}{space 7}2005  {c |}{col 14}{res}{space 2} .0388109{col 26}{space 2} .0535918{col 37}{space 1}    0.72{col 46}{space 3}0.470{col 54}{space 4}-.0673642{col 67}{space 3}  .144986
{txt}{space 7}2006  {c |}{col 14}{res}{space 2}  .039897{col 26}{space 2} .0643384{col 37}{space 1}    0.62{col 46}{space 3}0.536{col 54}{space 4}-.0875691{col 67}{space 3}  .167363
{txt}{space 7}2007  {c |}{col 14}{res}{space 2} .0717278{col 26}{space 2} .0550852{col 37}{space 1}    1.30{col 46}{space 3}0.196{col 54}{space 4}-.0374059{col 67}{space 3} .1808616
{txt}{space 7}2008  {c |}{col 14}{res}{space 2}-.0266296{col 26}{space 2} .0552096{col 37}{space 1}   -0.48{col 46}{space 3}0.631{col 54}{space 4}-.1360099{col 67}{space 3} .0827507
{txt}{space 7}2009  {c |}{col 14}{res}{space 2}-.0325303{col 26}{space 2} .1095891{col 37}{space 1}   -0.30{col 46}{space 3}0.767{col 54}{space 4}-.2496462{col 67}{space 3} .1845855
{txt}{space 7}2010  {c |}{col 14}{res}{space 2} .0540155{col 26}{space 2}  .119237{col 37}{space 1}    0.45{col 46}{space 3}0.651{col 54}{space 4}-.1822146{col 67}{space 3} .2902456
{txt}{space 7}2011  {c |}{col 14}{res}{space 2}-.0784122{col 26}{space 2} .1191141{col 37}{space 1}   -0.66{col 46}{space 3}0.512{col 54}{space 4}-.3143987{col 67}{space 3} .1575743
{txt}{space 12} {c |}
{space 7}_cons {c |}{col 14}{res}{space 2}  .365244{col 26}{space 2} .1911707{col 37}{space 1}    1.91{col 46}{space 3}0.059{col 54}{space 4}-.0134997{col 67}{space 3} .7439877
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Linear regression                                      Number of obs ={res}     337
                                                       {txt}F( 32,   113) ={res}    2.00
                                                       {txt}Prob > F      = {res} 0.0042
                                                       {txt}R-squared     = {res} 0.1490
                                                       {txt}Root MSE      = {res} .12566

{txt}{ralign 78:(Std. Err. adjusted for {res:114} clusters in citystabbr)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}incumbentp~t{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
DIFFusmont~h {c |}{col 14}{res}{space 2} .0108436{col 26}{space 2} .0041036{col 37}{space 1}    2.64{col 46}{space 3}0.009{col 54}{space 4} .0027137{col 67}{space 3} .0189736
{txt}unemploymo~s {c |}{col 14}{res}{space 2} .0104514{col 26}{space 2} .0261369{col 37}{space 1}    0.40{col 46}{space 3}0.690{col 54}{space 4}-.0413304{col 67}{space 3} .0622333
{txt}CENSUS2000~c {c |}{col 14}{res}{space 2} .0066041{col 26}{space 2} .0023196{col 37}{space 1}    2.85{col 46}{space 3}0.005{col 54}{space 4} .0020085{col 67}{space 3} .0111996
{txt}logCENSUS2~p {c |}{col 14}{res}{space 2} .0074853{col 26}{space 2} .0101621{col 37}{space 1}    0.74{col 46}{space 3}0.463{col 54}{space 4}-.0126475{col 67}{space 3} .0276182
{txt}CEN~cpercent {c |}{col 14}{res}{space 2} .0838162{col 26}{space 2} .0513123{col 37}{space 1}    1.63{col 46}{space 3}0.105{col 54}{space 4}-.0178427{col 67}{space 3}  .185475
{txt}CEN~kpercent {c |}{col 14}{res}{space 2} -.000414{col 26}{space 2} .0618628{col 37}{space 1}   -0.01{col 46}{space 3}0.995{col 54}{space 4}-.1229753{col 67}{space 3} .1221474
{txt}CENSUS2000~s {c |}{col 14}{res}{space 2}-.2872336{col 26}{space 2} .1778876{col 37}{space 1}   -1.61{col 46}{space 3}0.109{col 54}{space 4} -.639661{col 67}{space 3} .0651938
{txt}CENSUS2000~e {c |}{col 14}{res}{space 2}-.0017755{col 26}{space 2} .0014367{col 37}{space 1}   -1.24{col 46}{space 3}0.219{col 54}{space 4}-.0046218{col 67}{space 3} .0010708
{txt}CENSUS1990~c {c |}{col 14}{res}{space 2}-.0052731{col 26}{space 2} .0026318{col 37}{space 1}   -2.00{col 46}{space 3}0.048{col 54}{space 4}-.0104872{col 67}{space 3} -.000059
{txt}mayorcounc~m {c |}{col 14}{res}{space 2} .0195444{col 26}{space 2} .0191336{col 37}{space 1}    1.02{col 46}{space 3}0.309{col 54}{space 4}-.0183627{col 67}{space 3} .0574515
{txt}{space 3}demvs1988 {c |}{col 14}{res}{space 2}-.0367716{col 26}{space 2}  .092713{col 37}{space 1}   -0.40{col 46}{space 3}0.692{col 54}{space 4}-.2204528{col 67}{space 3} .1469096
{txt}{space 12} {c |}
{space 8}year {c |}
{space 7}1991  {c |}{col 14}{res}{space 2}  .007804{col 26}{space 2} .0623466{col 37}{space 1}    0.13{col 46}{space 3}0.901{col 54}{space 4}-.1157159{col 67}{space 3} .1313239
{txt}{space 7}1992  {c |}{col 14}{res}{space 2}-.0516562{col 26}{space 2} .0652007{col 37}{space 1}   -0.79{col 46}{space 3}0.430{col 54}{space 4}-.1808306{col 67}{space 3} .0775182
{txt}{space 7}1993  {c |}{col 14}{res}{space 2}-.0294975{col 26}{space 2} .0587004{col 37}{space 1}   -0.50{col 46}{space 3}0.616{col 54}{space 4}-.1457935{col 67}{space 3} .0867985
{txt}{space 7}1994  {c |}{col 14}{res}{space 2} .0449407{col 26}{space 2} .0543379{col 37}{space 1}    0.83{col 46}{space 3}0.410{col 54}{space 4}-.0627125{col 67}{space 3}  .152594
{txt}{space 7}1995  {c |}{col 14}{res}{space 2} .0073482{col 26}{space 2} .0493955{col 37}{space 1}    0.15{col 46}{space 3}0.882{col 54}{space 4}-.0905133{col 67}{space 3} .1052097
{txt}{space 7}1996  {c |}{col 14}{res}{space 2}-.0348386{col 26}{space 2} .0512625{col 37}{space 1}   -0.68{col 46}{space 3}0.498{col 54}{space 4}-.1363989{col 67}{space 3} .0667217
{txt}{space 7}1997  {c |}{col 14}{res}{space 2} -.000821{col 26}{space 2} .0514559{col 37}{space 1}   -0.02{col 46}{space 3}0.987{col 54}{space 4}-.1027644{col 67}{space 3} .1011224
{txt}{space 7}1998  {c |}{col 14}{res}{space 2} .0511863{col 26}{space 2}  .063028{col 37}{space 1}    0.81{col 46}{space 3}0.418{col 54}{space 4}-.0736835{col 67}{space 3} .1760562
{txt}{space 7}1999  {c |}{col 14}{res}{space 2} .0702398{col 26}{space 2} .0607341{col 37}{space 1}    1.16{col 46}{space 3}0.250{col 54}{space 4}-.0500854{col 67}{space 3}  .190565
{txt}{space 7}2000  {c |}{col 14}{res}{space 2} .0455938{col 26}{space 2} .0672319{col 37}{space 1}    0.68{col 46}{space 3}0.499{col 54}{space 4}-.0876047{col 67}{space 3} .1787923
{txt}{space 7}2001  {c |}{col 14}{res}{space 2} .0240168{col 26}{space 2} .0533102{col 37}{space 1}    0.45{col 46}{space 3}0.653{col 54}{space 4}-.0816004{col 67}{space 3}  .129634
{txt}{space 7}2002  {c |}{col 14}{res}{space 2} .0562706{col 26}{space 2} .0553834{col 37}{space 1}    1.02{col 46}{space 3}0.312{col 54}{space 4} -.053454{col 67}{space 3} .1659952
{txt}{space 7}2003  {c |}{col 14}{res}{space 2} .0371113{col 26}{space 2} .0498735{col 37}{space 1}    0.74{col 46}{space 3}0.458{col 54}{space 4}-.0616972{col 67}{space 3} .1359198
{txt}{space 7}2004  {c |}{col 14}{res}{space 2}-.0807255{col 26}{space 2} .0606891{col 37}{space 1}   -1.33{col 46}{space 3}0.186{col 54}{space 4}-.2009615{col 67}{space 3} .0395105
{txt}{space 7}2005  {c |}{col 14}{res}{space 2} .0299209{col 26}{space 2} .0549239{col 37}{space 1}    0.54{col 46}{space 3}0.587{col 54}{space 4}-.0788932{col 67}{space 3}  .138735
{txt}{space 7}2006  {c |}{col 14}{res}{space 2}  .028741{col 26}{space 2} .0672745{col 37}{space 1}    0.43{col 46}{space 3}0.670{col 54}{space 4}-.1045419{col 67}{space 3} .1620238
{txt}{space 7}2007  {c |}{col 14}{res}{space 2} .0556863{col 26}{space 2} .0564081{col 37}{space 1}    0.99{col 46}{space 3}0.326{col 54}{space 4}-.0560683{col 67}{space 3} .1674408
{txt}{space 7}2008  {c |}{col 14}{res}{space 2}-.0399229{col 26}{space 2} .0575806{col 37}{space 1}   -0.69{col 46}{space 3}0.490{col 54}{space 4}-.1540005{col 67}{space 3} .0741547
{txt}{space 7}2009  {c |}{col 14}{res}{space 2}-.0514413{col 26}{space 2}  .113784{col 37}{space 1}   -0.45{col 46}{space 3}0.652{col 54}{space 4}-.2768678{col 67}{space 3} .1739853
{txt}{space 7}2010  {c |}{col 14}{res}{space 2} .0343152{col 26}{space 2} .1240364{col 37}{space 1}    0.28{col 46}{space 3}0.783{col 54}{space 4}-.2114233{col 67}{space 3} .2800538
{txt}{space 7}2011  {c |}{col 14}{res}{space 2}-.0960714{col 26}{space 2} .1219567{col 37}{space 1}   -0.79{col 46}{space 3}0.432{col 54}{space 4}-.3376895{col 67}{space 3} .1455467
{txt}{space 12} {c |}
{space 7}_cons {c |}{col 14}{res}{space 2} .3754413{col 26}{space 2} .1913643{col 37}{space 1}    1.96{col 46}{space 3}0.052{col 54}{space 4}-.0036859{col 67}{space 3} .7545685
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Linear regression                                      Number of obs ={res}     338
                                                       {txt}F( 32,   113) ={res}    1.99
                                                       {txt}Prob > F      = {res} 0.0045
                                                       {txt}R-squared     = {res} 0.1475
                                                       {txt}Root MSE      = {res} .12529

{txt}{ralign 78:(Std. Err. adjusted for {res:114} clusters in citystabbr)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}incumbentp~t{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
DIFFusmont~h {c |}{col 14}{res}{space 2} .0110938{col 26}{space 2} .0040926{col 37}{space 1}    2.71{col 46}{space 3}0.008{col 54}{space 4} .0029855{col 67}{space 3}  .019202
{txt}unemploymo~s {c |}{col 14}{res}{space 2} .0074901{col 26}{space 2} .0263447{col 37}{space 1}    0.28{col 46}{space 3}0.777{col 54}{space 4}-.0447034{col 67}{space 3} .0596837
{txt}CENSUS2000~c {c |}{col 14}{res}{space 2} .0067993{col 26}{space 2} .0023102{col 37}{space 1}    2.94{col 46}{space 3}0.004{col 54}{space 4} .0022224{col 67}{space 3} .0113762
{txt}logCENSUS2~p {c |}{col 14}{res}{space 2} .0074846{col 26}{space 2} .0100773{col 37}{space 1}    0.74{col 46}{space 3}0.459{col 54}{space 4}-.0124805{col 67}{space 3} .0274496
{txt}CEN~cpercent {c |}{col 14}{res}{space 2}  .087957{col 26}{space 2} .0516634{col 37}{space 1}    1.70{col 46}{space 3}0.091{col 54}{space 4}-.0143975{col 67}{space 3} .1903115
{txt}CEN~kpercent {c |}{col 14}{res}{space 2} .0017961{col 26}{space 2} .0619061{col 37}{space 1}    0.03{col 46}{space 3}0.977{col 54}{space 4} -.120851{col 67}{space 3} .1244432
{txt}CENSUS2000~s {c |}{col 14}{res}{space 2}-.3109677{col 26}{space 2} .1743142{col 37}{space 1}   -1.78{col 46}{space 3}0.077{col 54}{space 4}-.6563156{col 67}{space 3} .0343801
{txt}CENSUS2000~e {c |}{col 14}{res}{space 2}-.0018078{col 26}{space 2} .0014328{col 37}{space 1}   -1.26{col 46}{space 3}0.210{col 54}{space 4}-.0046464{col 67}{space 3} .0010309
{txt}CENSUS1990~c {c |}{col 14}{res}{space 2}-.0055723{col 26}{space 2}  .002548{col 37}{space 1}   -2.19{col 46}{space 3}0.031{col 54}{space 4}-.0106204{col 67}{space 3}-.0005242
{txt}mayorcounc~m {c |}{col 14}{res}{space 2} .0192781{col 26}{space 2} .0190294{col 37}{space 1}    1.01{col 46}{space 3}0.313{col 54}{space 4}-.0184225{col 67}{space 3} .0569787
{txt}{space 3}demvs1988 {c |}{col 14}{res}{space 2}-.0281161{col 26}{space 2}  .092317{col 37}{space 1}   -0.30{col 46}{space 3}0.761{col 54}{space 4}-.2110128{col 67}{space 3} .1547806
{txt}{space 12} {c |}
{space 8}year {c |}
{space 7}1991  {c |}{col 14}{res}{space 2} .0234858{col 26}{space 2} .0596406{col 37}{space 1}    0.39{col 46}{space 3}0.694{col 54}{space 4}-.0946731{col 67}{space 3} .1416447
{txt}{space 7}1992  {c |}{col 14}{res}{space 2}-.0338737{col 26}{space 2} .0625414{col 37}{space 1}   -0.54{col 46}{space 3}0.589{col 54}{space 4}-.1577795{col 67}{space 3} .0900321
{txt}{space 7}1993  {c |}{col 14}{res}{space 2}  -.01554{col 26}{space 2} .0559085{col 37}{space 1}   -0.28{col 46}{space 3}0.782{col 54}{space 4}-.1263048{col 67}{space 3} .0952248
{txt}{space 7}1994  {c |}{col 14}{res}{space 2} .0619955{col 26}{space 2} .0511152{col 37}{space 1}    1.21{col 46}{space 3}0.228{col 54}{space 4}-.0392729{col 67}{space 3} .1632638
{txt}{space 7}1995  {c |}{col 14}{res}{space 2} .0183554{col 26}{space 2} .0473064{col 37}{space 1}    0.39{col 46}{space 3}0.699{col 54}{space 4}-.0753671{col 67}{space 3}  .112078
{txt}{space 7}1996  {c |}{col 14}{res}{space 2}-.0240243{col 26}{space 2} .0488825{col 37}{space 1}   -0.49{col 46}{space 3}0.624{col 54}{space 4}-.1208693{col 67}{space 3} .0728208
{txt}{space 7}1997  {c |}{col 14}{res}{space 2} .0129344{col 26}{space 2} .0507619{col 37}{space 1}    0.25{col 46}{space 3}0.799{col 54}{space 4}-.0876341{col 67}{space 3}  .113503
{txt}{space 7}1998  {c |}{col 14}{res}{space 2} .0584132{col 26}{space 2}   .06201{col 37}{space 1}    0.94{col 46}{space 3}0.348{col 54}{space 4}-.0644397{col 67}{space 3} .1812662
{txt}{space 7}1999  {c |}{col 14}{res}{space 2} .0771296{col 26}{space 2} .0610057{col 37}{space 1}    1.26{col 46}{space 3}0.209{col 54}{space 4}-.0437336{col 67}{space 3} .1979928
{txt}{space 7}2000  {c |}{col 14}{res}{space 2} .0523499{col 26}{space 2} .0676071{col 37}{space 1}    0.77{col 46}{space 3}0.440{col 54}{space 4}-.0815921{col 67}{space 3} .1862918
{txt}{space 7}2001  {c |}{col 14}{res}{space 2} .0341085{col 26}{space 2} .0521976{col 37}{space 1}    0.65{col 46}{space 3}0.515{col 54}{space 4}-.0693042{col 67}{space 3} .1375213
{txt}{space 7}2002  {c |}{col 14}{res}{space 2} .0540648{col 26}{space 2} .0518422{col 37}{space 1}    1.04{col 46}{space 3}0.299{col 54}{space 4}-.0486439{col 67}{space 3} .1567735
{txt}{space 7}2003  {c |}{col 14}{res}{space 2} .0489623{col 26}{space 2} .0475828{col 37}{space 1}    1.03{col 46}{space 3}0.306{col 54}{space 4}-.0453078{col 67}{space 3} .1432325
{txt}{space 7}2004  {c |}{col 14}{res}{space 2}-.0691532{col 26}{space 2} .0584958{col 37}{space 1}   -1.18{col 46}{space 3}0.240{col 54}{space 4} -.185044{col 67}{space 3} .0467377
{txt}{space 7}2005  {c |}{col 14}{res}{space 2} .0386921{col 26}{space 2} .0538529{col 37}{space 1}    0.72{col 46}{space 3}0.474{col 54}{space 4}-.0680002{col 67}{space 3} .1453843
{txt}{space 7}2006  {c |}{col 14}{res}{space 2} .0388433{col 26}{space 2} .0649541{col 37}{space 1}    0.60{col 46}{space 3}0.551{col 54}{space 4}-.0898424{col 67}{space 3}  .167529
{txt}{space 7}2007  {c |}{col 14}{res}{space 2} .0642392{col 26}{space 2} .0557033{col 37}{space 1}    1.15{col 46}{space 3}0.251{col 54}{space 4}-.0461191{col 67}{space 3} .1745975
{txt}{space 7}2008  {c |}{col 14}{res}{space 2}-.0232107{col 26}{space 2} .0586623{col 37}{space 1}   -0.40{col 46}{space 3}0.693{col 54}{space 4}-.1394314{col 67}{space 3} .0930099
{txt}{space 7}2009  {c |}{col 14}{res}{space 2}-.0287263{col 26}{space 2} .1112301{col 37}{space 1}   -0.26{col 46}{space 3}0.797{col 54}{space 4}-.2490931{col 67}{space 3} .1916406
{txt}{space 7}2010  {c |}{col 14}{res}{space 2} .0572884{col 26}{space 2} .1210139{col 37}{space 1}    0.47{col 46}{space 3}0.637{col 54}{space 4} -.182462{col 67}{space 3} .2970388
{txt}{space 7}2011  {c |}{col 14}{res}{space 2}-.0752902{col 26}{space 2} .1197027{col 37}{space 1}   -0.63{col 46}{space 3}0.531{col 54}{space 4}-.3124429{col 67}{space 3} .1618625
{txt}{space 12} {c |}
{space 7}_cons {c |}{col 14}{res}{space 2} .3809733{col 26}{space 2}  .194224{col 37}{space 1}    1.96{col 46}{space 3}0.052{col 54}{space 4}-.0038195{col 67}{space 3} .7657662
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Linear regression                                      Number of obs ={res}     340
                                                       {txt}F( 32,   113) ={res}    2.02
                                                       {txt}Prob > F      = {res} 0.0038
                                                       {txt}R-squared     = {res} 0.1499
                                                       {txt}Root MSE      = {res} .12521

{txt}{ralign 78:(Std. Err. adjusted for {res:114} clusters in citystabbr)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}incumbentp~t{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
DIFFusmont~h {c |}{col 14}{res}{space 2} .0109966{col 26}{space 2} .0040894{col 37}{space 1}    2.69{col 46}{space 3}0.008{col 54}{space 4} .0028947{col 67}{space 3} .0190984
{txt}unemploymo~s {c |}{col 14}{res}{space 2} .0098091{col 26}{space 2} .0262127{col 37}{space 1}    0.37{col 46}{space 3}0.709{col 54}{space 4} -.042123{col 67}{space 3} .0617413
{txt}CENSUS2000~c {c |}{col 14}{res}{space 2} .0067686{col 26}{space 2} .0022972{col 37}{space 1}    2.95{col 46}{space 3}0.004{col 54}{space 4} .0022176{col 67}{space 3} .0113197
{txt}logCENSUS2~p {c |}{col 14}{res}{space 2} .0083129{col 26}{space 2} .0101261{col 37}{space 1}    0.82{col 46}{space 3}0.413{col 54}{space 4}-.0117486{col 67}{space 3} .0283745
{txt}CEN~cpercent {c |}{col 14}{res}{space 2} .0855678{col 26}{space 2} .0513365{col 37}{space 1}    1.67{col 46}{space 3}0.098{col 54}{space 4} -.016139{col 67}{space 3} .1872745
{txt}CEN~kpercent {c |}{col 14}{res}{space 2}-.0059323{col 26}{space 2} .0627554{col 37}{space 1}   -0.09{col 46}{space 3}0.925{col 54}{space 4} -.130262{col 67}{space 3} .1183974
{txt}CENSUS2000~s {c |}{col 14}{res}{space 2}-.3033772{col 26}{space 2} .1736786{col 37}{space 1}   -1.75{col 46}{space 3}0.083{col 54}{space 4}-.6474659{col 67}{space 3} .0407115
{txt}CENSUS2000~e {c |}{col 14}{res}{space 2}-.0018559{col 26}{space 2} .0014348{col 37}{space 1}   -1.29{col 46}{space 3}0.198{col 54}{space 4}-.0046985{col 67}{space 3} .0009867
{txt}CENSUS1990~c {c |}{col 14}{res}{space 2}-.0056627{col 26}{space 2} .0025489{col 37}{space 1}   -2.22{col 46}{space 3}0.028{col 54}{space 4}-.0107125{col 67}{space 3}-.0006129
{txt}mayorcounc~m {c |}{col 14}{res}{space 2} .0183959{col 26}{space 2} .0189955{col 37}{space 1}    0.97{col 46}{space 3}0.335{col 54}{space 4}-.0192375{col 67}{space 3} .0560293
{txt}{space 3}demvs1988 {c |}{col 14}{res}{space 2}-.0272273{col 26}{space 2} .0916366{col 37}{space 1}   -0.30{col 46}{space 3}0.767{col 54}{space 4}-.2087758{col 67}{space 3} .1543213
{txt}{space 12} {c |}
{space 8}year {c |}
{space 7}1991  {c |}{col 14}{res}{space 2} .0194019{col 26}{space 2} .0598467{col 37}{space 1}    0.32{col 46}{space 3}0.746{col 54}{space 4}-.0991652{col 67}{space 3} .1379689
{txt}{space 7}1992  {c |}{col 14}{res}{space 2}-.0383957{col 26}{space 2} .0621666{col 37}{space 1}   -0.62{col 46}{space 3}0.538{col 54}{space 4}-.1615589{col 67}{space 3} .0847675
{txt}{space 7}1993  {c |}{col 14}{res}{space 2}-.0194763{col 26}{space 2} .0559145{col 37}{space 1}   -0.35{col 46}{space 3}0.728{col 54}{space 4}-.1302529{col 67}{space 3} .0913004
{txt}{space 7}1994  {c |}{col 14}{res}{space 2} .0608742{col 26}{space 2}  .050874{col 37}{space 1}    1.20{col 46}{space 3}0.234{col 54}{space 4}-.0399163{col 67}{space 3} .1616648
{txt}{space 7}1995  {c |}{col 14}{res}{space 2} .0171126{col 26}{space 2}  .047314{col 37}{space 1}    0.36{col 46}{space 3}0.718{col 54}{space 4}-.0766251{col 67}{space 3} .1108502
{txt}{space 7}1996  {c |}{col 14}{res}{space 2}-.0237933{col 26}{space 2} .0488692{col 37}{space 1}   -0.49{col 46}{space 3}0.627{col 54}{space 4}-.1206119{col 67}{space 3} .0730253
{txt}{space 7}1997  {c |}{col 14}{res}{space 2} .0086089{col 26}{space 2}  .050276{col 37}{space 1}    0.17{col 46}{space 3}0.864{col 54}{space 4}-.0909969{col 67}{space 3} .1082147
{txt}{space 7}1998  {c |}{col 14}{res}{space 2} .0608862{col 26}{space 2} .0616257{col 37}{space 1}    0.99{col 46}{space 3}0.325{col 54}{space 4}-.0612054{col 67}{space 3} .1829777
{txt}{space 7}1999  {c |}{col 14}{res}{space 2} .0789884{col 26}{space 2} .0605202{col 37}{space 1}    1.31{col 46}{space 3}0.194{col 54}{space 4}-.0409129{col 67}{space 3} .1988898
{txt}{space 7}2000  {c |}{col 14}{res}{space 2} .0561173{col 26}{space 2} .0671817{col 37}{space 1}    0.84{col 46}{space 3}0.405{col 54}{space 4}-.0769819{col 67}{space 3} .1892165
{txt}{space 7}2001  {c |}{col 14}{res}{space 2} .0310058{col 26}{space 2} .0524712{col 37}{space 1}    0.59{col 46}{space 3}0.556{col 54}{space 4}-.0729491{col 67}{space 3} .1349606
{txt}{space 7}2002  {c |}{col 14}{res}{space 2}  .062128{col 26}{space 2} .0509571{col 37}{space 1}    1.22{col 46}{space 3}0.225{col 54}{space 4}-.0388273{col 67}{space 3} .1630833
{txt}{space 7}2003  {c |}{col 14}{res}{space 2} .0467207{col 26}{space 2} .0477878{col 37}{space 1}    0.98{col 46}{space 3}0.330{col 54}{space 4}-.0479555{col 67}{space 3} .1413969
{txt}{space 7}2004  {c |}{col 14}{res}{space 2} -.069711{col 26}{space 2} .0585625{col 37}{space 1}   -1.19{col 46}{space 3}0.236{col 54}{space 4}-.1857338{col 67}{space 3} .0463118
{txt}{space 7}2005  {c |}{col 14}{res}{space 2} .0385009{col 26}{space 2} .0537837{col 37}{space 1}    0.72{col 46}{space 3}0.476{col 54}{space 4}-.0680543{col 67}{space 3} .1450561
{txt}{space 7}2006  {c |}{col 14}{res}{space 2}   .04108{col 26}{space 2} .0645875{col 37}{space 1}    0.64{col 46}{space 3}0.526{col 54}{space 4}-.0868794{col 67}{space 3} .1690395
{txt}{space 7}2007  {c |}{col 14}{res}{space 2} .0651642{col 26}{space 2} .0554295{col 37}{space 1}    1.18{col 46}{space 3}0.242{col 54}{space 4}-.0446516{col 67}{space 3}   .17498
{txt}{space 7}2008  {c |}{col 14}{res}{space 2}-.0282729{col 26}{space 2} .0552137{col 37}{space 1}   -0.51{col 46}{space 3}0.610{col 54}{space 4}-.1376612{col 67}{space 3} .0811155
{txt}{space 7}2009  {c |}{col 14}{res}{space 2}-.0395284{col 26}{space 2} .1108483{col 37}{space 1}   -0.36{col 46}{space 3}0.722{col 54}{space 4}-.2591389{col 67}{space 3} .1800822
{txt}{space 7}2010  {c |}{col 14}{res}{space 2} .0472295{col 26}{space 2} .1205626{col 37}{space 1}    0.39{col 46}{space 3}0.696{col 54}{space 4}-.1916266{col 67}{space 3} .2860857
{txt}{space 7}2011  {c |}{col 14}{res}{space 2}-.0848809{col 26}{space 2} .1202883{col 37}{space 1}   -0.71{col 46}{space 3}0.482{col 54}{space 4}-.3231937{col 67}{space 3} .1534319
{txt}{space 12} {c |}
{space 7}_cons {c |}{col 14}{res}{space 2} .3635001{col 26}{space 2} .1942503{col 37}{space 1}    1.87{col 46}{space 3}0.064{col 54}{space 4}-.0213447{col 67}{space 3}  .748345
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Linear regression                                      Number of obs ={res}     340
                                                       {txt}F( 32,   113) ={res}    1.96
                                                       {txt}Prob > F      = {res} 0.0052
                                                       {txt}R-squared     = {res} 0.1470
                                                       {txt}Root MSE      = {res}  .1251

{txt}{ralign 78:(Std. Err. adjusted for {res:114} clusters in citystabbr)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}incumbentp~t{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
DIFFusmont~h {c |}{col 14}{res}{space 2} .0109075{col 26}{space 2} .0040931{col 37}{space 1}    2.66{col 46}{space 3}0.009{col 54}{space 4} .0027983{col 67}{space 3} .0190168
{txt}unemploymo~s {c |}{col 14}{res}{space 2} .0085728{col 26}{space 2} .0258416{col 37}{space 1}    0.33{col 46}{space 3}0.741{col 54}{space 4}-.0426241{col 67}{space 3} .0597697
{txt}CENSUS2000~c {c |}{col 14}{res}{space 2} .0067362{col 26}{space 2} .0022986{col 37}{space 1}    2.93{col 46}{space 3}0.004{col 54}{space 4} .0021823{col 67}{space 3}   .01129
{txt}logCENSUS2~p {c |}{col 14}{res}{space 2} .0074584{col 26}{space 2} .0100637{col 37}{space 1}    0.74{col 46}{space 3}0.460{col 54}{space 4}-.0124796{col 67}{space 3} .0273963
{txt}CEN~cpercent {c |}{col 14}{res}{space 2} .0893195{col 26}{space 2} .0514341{col 37}{space 1}    1.74{col 46}{space 3}0.085{col 54}{space 4}-.0125807{col 67}{space 3} .1912197
{txt}CEN~kpercent {c |}{col 14}{res}{space 2}-.0019587{col 26}{space 2} .0617581{col 37}{space 1}   -0.03{col 46}{space 3}0.975{col 54}{space 4}-.1243125{col 67}{space 3} .1203952
{txt}CENSUS2000~s {c |}{col 14}{res}{space 2}-.2896301{col 26}{space 2} .1741268{col 37}{space 1}   -1.66{col 46}{space 3}0.099{col 54}{space 4}-.6346068{col 67}{space 3} .0553465
{txt}CENSUS2000~e {c |}{col 14}{res}{space 2}-.0018625{col 26}{space 2} .0014301{col 37}{space 1}   -1.30{col 46}{space 3}0.195{col 54}{space 4}-.0046957{col 67}{space 3} .0009708
{txt}CENSUS1990~c {c |}{col 14}{res}{space 2}-.0056759{col 26}{space 2} .0025341{col 37}{space 1}   -2.24{col 46}{space 3}0.027{col 54}{space 4}-.0106964{col 67}{space 3}-.0006554
{txt}mayorcounc~m {c |}{col 14}{res}{space 2} .0181092{col 26}{space 2} .0190337{col 37}{space 1}    0.95{col 46}{space 3}0.343{col 54}{space 4}-.0196001{col 67}{space 3} .0558184
{txt}{space 3}demvs1988 {c |}{col 14}{res}{space 2}-.0258056{col 26}{space 2} .0915151{col 37}{space 1}   -0.28{col 46}{space 3}0.778{col 54}{space 4}-.2071135{col 67}{space 3} .1555023
{txt}{space 12} {c |}
{space 8}year {c |}
{space 7}1991  {c |}{col 14}{res}{space 2} .0208512{col 26}{space 2} .0593271{col 37}{space 1}    0.35{col 46}{space 3}0.726{col 54}{space 4}-.0966864{col 67}{space 3} .1383889
{txt}{space 7}1992  {c |}{col 14}{res}{space 2}-.0358831{col 26}{space 2} .0616042{col 37}{space 1}   -0.58{col 46}{space 3}0.561{col 54}{space 4}-.1579322{col 67}{space 3} .0861659
{txt}{space 7}1993  {c |}{col 14}{res}{space 2}-.0185987{col 26}{space 2} .0555862{col 37}{space 1}   -0.33{col 46}{space 3}0.739{col 54}{space 4}-.1287249{col 67}{space 3} .0915276
{txt}{space 7}1994  {c |}{col 14}{res}{space 2} .0610535{col 26}{space 2} .0507584{col 37}{space 1}    1.20{col 46}{space 3}0.232{col 54}{space 4}-.0395081{col 67}{space 3} .1616151
{txt}{space 7}1995  {c |}{col 14}{res}{space 2} .0169333{col 26}{space 2} .0471672{col 37}{space 1}    0.36{col 46}{space 3}0.720{col 54}{space 4}-.0765135{col 67}{space 3} .1103801
{txt}{space 7}1996  {c |}{col 14}{res}{space 2}-.0238364{col 26}{space 2} .0487239{col 37}{space 1}   -0.49{col 46}{space 3}0.626{col 54}{space 4}-.1203673{col 67}{space 3} .0726945
{txt}{space 7}1997  {c |}{col 14}{res}{space 2} .0071324{col 26}{space 2} .0501434{col 37}{space 1}    0.14{col 46}{space 3}0.887{col 54}{space 4}-.0922108{col 67}{space 3} .1064755
{txt}{space 7}1998  {c |}{col 14}{res}{space 2} .0592189{col 26}{space 2} .0613807{col 37}{space 1}    0.96{col 46}{space 3}0.337{col 54}{space 4}-.0623874{col 67}{space 3} .1808252
{txt}{space 7}1999  {c |}{col 14}{res}{space 2} .0771367{col 26}{space 2} .0601868{col 37}{space 1}    1.28{col 46}{space 3}0.203{col 54}{space 4}-.0421042{col 67}{space 3} .1963776
{txt}{space 7}2000  {c |}{col 14}{res}{space 2} .0538497{col 26}{space 2} .0665815{col 37}{space 1}    0.81{col 46}{space 3}0.420{col 54}{space 4}-.0780603{col 67}{space 3} .1857597
{txt}{space 7}2001  {c |}{col 14}{res}{space 2} .0328838{col 26}{space 2} .0519122{col 37}{space 1}    0.63{col 46}{space 3}0.528{col 54}{space 4}-.0699636{col 67}{space 3} .1357312
{txt}{space 7}2002  {c |}{col 14}{res}{space 2} .0619098{col 26}{space 2} .0508569{col 37}{space 1}    1.22{col 46}{space 3}0.226{col 54}{space 4} -.038847{col 67}{space 3} .1626665
{txt}{space 7}2003  {c |}{col 14}{res}{space 2} .0469017{col 26}{space 2} .0475243{col 37}{space 1}    0.99{col 46}{space 3}0.326{col 54}{space 4}-.0472525{col 67}{space 3}  .141056
{txt}{space 7}2004  {c |}{col 14}{res}{space 2}   -.0699{col 26}{space 2} .0584792{col 37}{space 1}   -1.20{col 46}{space 3}0.234{col 54}{space 4}-.1857579{col 67}{space 3} .0459579
{txt}{space 7}2005  {c |}{col 14}{res}{space 2} .0374787{col 26}{space 2} .0535526{col 37}{space 1}    0.70{col 46}{space 3}0.485{col 54}{space 4}-.0686187{col 67}{space 3} .1435761
{txt}{space 7}2006  {c |}{col 14}{res}{space 2} .0395407{col 26}{space 2} .0643091{col 37}{space 1}    0.61{col 46}{space 3}0.540{col 54}{space 4}-.0878672{col 67}{space 3} .1669486
{txt}{space 7}2007  {c |}{col 14}{res}{space 2} .0586126{col 26}{space 2} .0553473{col 37}{space 1}    1.06{col 46}{space 3}0.292{col 54}{space 4}-.0510404{col 67}{space 3} .1682656
{txt}{space 7}2008  {c |}{col 14}{res}{space 2}-.0277111{col 26}{space 2} .0552078{col 37}{space 1}   -0.50{col 46}{space 3}0.617{col 54}{space 4}-.1370876{col 67}{space 3} .0816654
{txt}{space 7}2009  {c |}{col 14}{res}{space 2}-.0349183{col 26}{space 2} .1096021{col 37}{space 1}   -0.32{col 46}{space 3}0.751{col 54}{space 4}-.2520599{col 67}{space 3} .1822232
{txt}{space 7}2010  {c |}{col 14}{res}{space 2}  .051859{col 26}{space 2} .1193052{col 37}{space 1}    0.43{col 46}{space 3}0.665{col 54}{space 4}-.1845061{col 67}{space 3} .2882242
{txt}{space 7}2011  {c |}{col 14}{res}{space 2}-.0810389{col 26}{space 2} .1194308{col 37}{space 1}   -0.68{col 46}{space 3}0.499{col 54}{space 4}-.3176529{col 67}{space 3} .1555751
{txt}{space 12} {c |}
{space 7}_cons {c |}{col 14}{res}{space 2} .3788747{col 26}{space 2} .1906458{col 37}{space 1}    1.99{col 46}{space 3}0.049{col 54}{space 4}  .001171{col 67}{space 3} .7565785
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Linear regression                                      Number of obs ={res}     340
                                                       {txt}F( 32,   113) ={res}    2.03
                                                       {txt}Prob > F      = {res} 0.0036
                                                       {txt}R-squared     = {res} 0.1491
                                                       {txt}Root MSE      = {res} .12423

{txt}{ralign 78:(Std. Err. adjusted for {res:114} clusters in citystabbr)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}incumbentp~t{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
DIFFusmont~h {c |}{col 14}{res}{space 2} .0107857{col 26}{space 2} .0040941{col 37}{space 1}    2.63{col 46}{space 3}0.010{col 54}{space 4} .0026745{col 67}{space 3} .0188969
{txt}unemploymo~s {c |}{col 14}{res}{space 2} .0094856{col 26}{space 2}  .025772{col 37}{space 1}    0.37{col 46}{space 3}0.714{col 54}{space 4}-.0415734{col 67}{space 3} .0605447
{txt}CENSUS2000~c {c |}{col 14}{res}{space 2} .0068167{col 26}{space 2} .0023044{col 37}{space 1}    2.96{col 46}{space 3}0.004{col 54}{space 4} .0022513{col 67}{space 3}  .011382
{txt}logCENSUS2~p {c |}{col 14}{res}{space 2} .0064333{col 26}{space 2}  .009919{col 37}{space 1}    0.65{col 46}{space 3}0.518{col 54}{space 4} -.013218{col 67}{space 3} .0260847
{txt}CEN~cpercent {c |}{col 14}{res}{space 2} .0803574{col 26}{space 2} .0513695{col 37}{space 1}    1.56{col 46}{space 3}0.121{col 54}{space 4}-.0214149{col 67}{space 3} .1821297
{txt}CEN~kpercent {c |}{col 14}{res}{space 2}-.0022995{col 26}{space 2} .0620833{col 37}{space 1}   -0.04{col 46}{space 3}0.971{col 54}{space 4}-.1252977{col 67}{space 3} .1206988
{txt}CENSUS2000~s {c |}{col 14}{res}{space 2}-.3379346{col 26}{space 2} .1726377{col 37}{space 1}   -1.96{col 46}{space 3}0.053{col 54}{space 4}-.6799611{col 67}{space 3} .0040919
{txt}CENSUS2000~e {c |}{col 14}{res}{space 2}-.0020656{col 26}{space 2} .0014128{col 37}{space 1}   -1.46{col 46}{space 3}0.146{col 54}{space 4}-.0048646{col 67}{space 3} .0007334
{txt}CENSUS1990~c {c |}{col 14}{res}{space 2}-.0054513{col 26}{space 2} .0025145{col 37}{space 1}   -2.17{col 46}{space 3}0.032{col 54}{space 4} -.010433{col 67}{space 3}-.0004697
{txt}mayorcounc~m {c |}{col 14}{res}{space 2} .0163088{col 26}{space 2}  .018985{col 37}{space 1}    0.86{col 46}{space 3}0.392{col 54}{space 4}-.0213039{col 67}{space 3} .0539215
{txt}{space 3}demvs1988 {c |}{col 14}{res}{space 2}-.0013906{col 26}{space 2} .0895426{col 37}{space 1}   -0.02{col 46}{space 3}0.988{col 54}{space 4}-.1787907{col 67}{space 3} .1760096
{txt}{space 12} {c |}
{space 8}year {c |}
{space 7}1991  {c |}{col 14}{res}{space 2} .0211219{col 26}{space 2} .0589865{col 37}{space 1}    0.36{col 46}{space 3}0.721{col 54}{space 4}-.0957409{col 67}{space 3} .1379847
{txt}{space 7}1992  {c |}{col 14}{res}{space 2}-.0366485{col 26}{space 2} .0617119{col 37}{space 1}   -0.59{col 46}{space 3}0.554{col 54}{space 4}-.1589108{col 67}{space 3} .0856139
{txt}{space 7}1993  {c |}{col 14}{res}{space 2} -.017685{col 26}{space 2} .0555006{col 37}{space 1}   -0.32{col 46}{space 3}0.751{col 54}{space 4}-.1276417{col 67}{space 3} .0922717
{txt}{space 7}1994  {c |}{col 14}{res}{space 2} .0608773{col 26}{space 2} .0509515{col 37}{space 1}    1.19{col 46}{space 3}0.235{col 54}{space 4}-.0400669{col 67}{space 3} .1618214
{txt}{space 7}1995  {c |}{col 14}{res}{space 2} .0287814{col 26}{space 2} .0459921{col 37}{space 1}    0.63{col 46}{space 3}0.533{col 54}{space 4}-.0623371{col 67}{space 3}    .1199
{txt}{space 7}1996  {c |}{col 14}{res}{space 2}-.0250845{col 26}{space 2} .0486593{col 37}{space 1}   -0.52{col 46}{space 3}0.607{col 54}{space 4}-.1214875{col 67}{space 3} .0713184
{txt}{space 7}1997  {c |}{col 14}{res}{space 2}   .00861{col 26}{space 2} .0500668{col 37}{space 1}    0.17{col 46}{space 3}0.864{col 54}{space 4}-.0905814{col 67}{space 3} .1078015
{txt}{space 7}1998  {c |}{col 14}{res}{space 2}  .059891{col 26}{space 2} .0612409{col 37}{space 1}    0.98{col 46}{space 3}0.330{col 54}{space 4}-.0614382{col 67}{space 3} .1812203
{txt}{space 7}1999  {c |}{col 14}{res}{space 2} .0793706{col 26}{space 2} .0600142{col 37}{space 1}    1.32{col 46}{space 3}0.189{col 54}{space 4}-.0395283{col 67}{space 3} .1982695
{txt}{space 7}2000  {c |}{col 14}{res}{space 2} .0554583{col 26}{space 2} .0662227{col 37}{space 1}    0.84{col 46}{space 3}0.404{col 54}{space 4}-.0757408{col 67}{space 3} .1866574
{txt}{space 7}2001  {c |}{col 14}{res}{space 2} .0336657{col 26}{space 2} .0516277{col 37}{space 1}    0.65{col 46}{space 3}0.516{col 54}{space 4} -.068618{col 67}{space 3} .1359495
{txt}{space 7}2002  {c |}{col 14}{res}{space 2} .0606873{col 26}{space 2} .0510292{col 37}{space 1}    1.19{col 46}{space 3}0.237{col 54}{space 4}-.0404107{col 67}{space 3} .1617852
{txt}{space 7}2003  {c |}{col 14}{res}{space 2}  .047171{col 26}{space 2} .0474302{col 37}{space 1}    0.99{col 46}{space 3}0.322{col 54}{space 4}-.0467968{col 67}{space 3} .1411388
{txt}{space 7}2004  {c |}{col 14}{res}{space 2}-.0687931{col 26}{space 2} .0585418{col 37}{space 1}   -1.18{col 46}{space 3}0.242{col 54}{space 4}-.1847749{col 67}{space 3} .0471887
{txt}{space 7}2005  {c |}{col 14}{res}{space 2} .0370852{col 26}{space 2} .0533818{col 37}{space 1}    0.69{col 46}{space 3}0.489{col 54}{space 4}-.0686737{col 67}{space 3} .1428441
{txt}{space 7}2006  {c |}{col 14}{res}{space 2} .0409522{col 26}{space 2} .0640227{col 37}{space 1}    0.64{col 46}{space 3}0.524{col 54}{space 4}-.0858883{col 67}{space 3} .1677927
{txt}{space 7}2007  {c |}{col 14}{res}{space 2} .0655219{col 26}{space 2}  .055128{col 37}{space 1}    1.19{col 46}{space 3}0.237{col 54}{space 4}-.0436966{col 67}{space 3} .1747404
{txt}{space 7}2008  {c |}{col 14}{res}{space 2}-.0270652{col 26}{space 2} .0551866{col 37}{space 1}   -0.49{col 46}{space 3}0.625{col 54}{space 4}-.1363998{col 67}{space 3} .0822693
{txt}{space 7}2009  {c |}{col 14}{res}{space 2}-.0405114{col 26}{space 2} .1091253{col 37}{space 1}   -0.37{col 46}{space 3}0.711{col 54}{space 4}-.2567082{col 67}{space 3} .1756854
{txt}{space 7}2010  {c |}{col 14}{res}{space 2} .0468042{col 26}{space 2} .1190963{col 37}{space 1}    0.39{col 46}{space 3}0.695{col 54}{space 4} -.189147{col 67}{space 3} .2827554
{txt}{space 7}2011  {c |}{col 14}{res}{space 2}-.0851068{col 26}{space 2} .1199216{col 37}{space 1}   -0.71{col 46}{space 3}0.479{col 54}{space 4}-.3226931{col 67}{space 3} .1524796
{txt}{space 12} {c |}
{space 7}_cons {c |}{col 14}{res}{space 2} .3785885{col 26}{space 2} .1897078{col 37}{space 1}    2.00{col 46}{space 3}0.048{col 54}{space 4} .0027431{col 67}{space 3} .7544339
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Linear regression                                      Number of obs ={res}     339
                                                       {txt}F( 32,   113) ={res}    2.02
                                                       {txt}Prob > F      = {res} 0.0038
                                                       {txt}R-squared     = {res} 0.1495
                                                       {txt}Root MSE      = {res} .12544

{txt}{ralign 78:(Std. Err. adjusted for {res:114} clusters in citystabbr)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}incumbentp~t{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
DIFFusmont~h {c |}{col 14}{res}{space 2} .0110025{col 26}{space 2} .0040906{col 37}{space 1}    2.69{col 46}{space 3}0.008{col 54}{space 4} .0028983{col 67}{space 3} .0191066
{txt}unemploymo~s {c |}{col 14}{res}{space 2} .0081081{col 26}{space 2} .0258209{col 37}{space 1}    0.31{col 46}{space 3}0.754{col 54}{space 4}-.0430479{col 67}{space 3}  .059264
{txt}CENSUS2000~c {c |}{col 14}{res}{space 2} .0067692{col 26}{space 2} .0023059{col 37}{space 1}    2.94{col 46}{space 3}0.004{col 54}{space 4} .0022007{col 67}{space 3} .0113376
{txt}logCENSUS2~p {c |}{col 14}{res}{space 2}   .00774{col 26}{space 2} .0100669{col 37}{space 1}    0.77{col 46}{space 3}0.444{col 54}{space 4}-.0122043{col 67}{space 3} .0276842
{txt}CEN~cpercent {c |}{col 14}{res}{space 2} .0874243{col 26}{space 2}   .05166{col 37}{space 1}    1.69{col 46}{space 3}0.093{col 54}{space 4}-.0149236{col 67}{space 3} .1897722
{txt}CEN~kpercent {c |}{col 14}{res}{space 2}-.0012786{col 26}{space 2} .0617854{col 37}{space 1}   -0.02{col 46}{space 3}0.984{col 54}{space 4}-.1236867{col 67}{space 3} .1211294
{txt}CENSUS2000~s {c |}{col 14}{res}{space 2}-.3016997{col 26}{space 2} .1736158{col 37}{space 1}   -1.74{col 46}{space 3}0.085{col 54}{space 4}-.6456639{col 67}{space 3} .0422644
{txt}CENSUS2000~e {c |}{col 14}{res}{space 2}-.0018199{col 26}{space 2} .0014294{col 37}{space 1}   -1.27{col 46}{space 3}0.206{col 54}{space 4}-.0046518{col 67}{space 3}  .001012
{txt}CENSUS1990~c {c |}{col 14}{res}{space 2}-.0056286{col 26}{space 2} .0025508{col 37}{space 1}   -2.21{col 46}{space 3}0.029{col 54}{space 4}-.0106822{col 67}{space 3}-.0005751
{txt}mayorcounc~m {c |}{col 14}{res}{space 2} .0195367{col 26}{space 2} .0192273{col 37}{space 1}    1.02{col 46}{space 3}0.312{col 54}{space 4}-.0185561{col 67}{space 3} .0576295
{txt}{space 3}demvs1988 {c |}{col 14}{res}{space 2}-.0302337{col 26}{space 2} .0914575{col 37}{space 1}   -0.33{col 46}{space 3}0.742{col 54}{space 4}-.2114276{col 67}{space 3} .1509602
{txt}{space 12} {c |}
{space 8}year {c |}
{space 7}1991  {c |}{col 14}{res}{space 2} .0219334{col 26}{space 2} .0593619{col 37}{space 1}    0.37{col 46}{space 3}0.712{col 54}{space 4}-.0956733{col 67}{space 3} .1395402
{txt}{space 7}1992  {c |}{col 14}{res}{space 2} -.035152{col 26}{space 2} .0616778{col 37}{space 1}   -0.57{col 46}{space 3}0.570{col 54}{space 4}-.1573469{col 67}{space 3} .0870428
{txt}{space 7}1993  {c |}{col 14}{res}{space 2}-.0171547{col 26}{space 2} .0556095{col 37}{space 1}   -0.31{col 46}{space 3}0.758{col 54}{space 4}-.1273272{col 67}{space 3} .0930178
{txt}{space 7}1994  {c |}{col 14}{res}{space 2} .0616077{col 26}{space 2} .0509222{col 37}{space 1}    1.21{col 46}{space 3}0.229{col 54}{space 4}-.0392785{col 67}{space 3} .1624938
{txt}{space 7}1995  {c |}{col 14}{res}{space 2} .0157129{col 26}{space 2} .0475931{col 37}{space 1}    0.33{col 46}{space 3}0.742{col 54}{space 4}-.0785777{col 67}{space 3} .1100034
{txt}{space 7}1996  {c |}{col 14}{res}{space 2}-.0238638{col 26}{space 2} .0487674{col 37}{space 1}   -0.49{col 46}{space 3}0.626{col 54}{space 4}-.1204809{col 67}{space 3} .0727533
{txt}{space 7}1997  {c |}{col 14}{res}{space 2} .0076554{col 26}{space 2} .0501121{col 37}{space 1}    0.15{col 46}{space 3}0.879{col 54}{space 4}-.0916258{col 67}{space 3} .1069366
{txt}{space 7}1998  {c |}{col 14}{res}{space 2} .0590183{col 26}{space 2} .0614112{col 37}{space 1}    0.96{col 46}{space 3}0.339{col 54}{space 4}-.0626484{col 67}{space 3} .1806849
{txt}{space 7}1999  {c |}{col 14}{res}{space 2} .0772089{col 26}{space 2} .0602142{col 37}{space 1}    1.28{col 46}{space 3}0.202{col 54}{space 4}-.0420863{col 67}{space 3} .1965041
{txt}{space 7}2000  {c |}{col 14}{res}{space 2} .0532473{col 26}{space 2} .0666598{col 37}{space 1}    0.80{col 46}{space 3}0.426{col 54}{space 4}-.0788178{col 67}{space 3} .1853124
{txt}{space 7}2001  {c |}{col 14}{res}{space 2} .0336598{col 26}{space 2} .0519501{col 37}{space 1}    0.65{col 46}{space 3}0.518{col 54}{space 4}-.0692627{col 67}{space 3} .1365823
{txt}{space 7}2002  {c |}{col 14}{res}{space 2} .0625001{col 26}{space 2} .0508942{col 37}{space 1}    1.23{col 46}{space 3}0.222{col 54}{space 4}-.0383304{col 67}{space 3} .1633307
{txt}{space 7}2003  {c |}{col 14}{res}{space 2} .0474191{col 26}{space 2} .0481296{col 37}{space 1}    0.99{col 46}{space 3}0.327{col 54}{space 4}-.0479342{col 67}{space 3} .1427724
{txt}{space 7}2004  {c |}{col 14}{res}{space 2}-.0696827{col 26}{space 2} .0584251{col 37}{space 1}   -1.19{col 46}{space 3}0.235{col 54}{space 4}-.1854333{col 67}{space 3} .0460678
{txt}{space 7}2005  {c |}{col 14}{res}{space 2} .0382529{col 26}{space 2} .0536204{col 37}{space 1}    0.71{col 46}{space 3}0.477{col 54}{space 4}-.0679787{col 67}{space 3} .1444845
{txt}{space 7}2006  {c |}{col 14}{res}{space 2} .0392818{col 26}{space 2} .0643227{col 37}{space 1}    0.61{col 46}{space 3}0.543{col 54}{space 4}-.0881531{col 67}{space 3} .1667167
{txt}{space 7}2007  {c |}{col 14}{res}{space 2} .0639761{col 26}{space 2} .0552275{col 37}{space 1}    1.16{col 46}{space 3}0.249{col 54}{space 4}-.0454395{col 67}{space 3} .1733917
{txt}{space 7}2008  {c |}{col 14}{res}{space 2}-.0269398{col 26}{space 2} .0552157{col 37}{space 1}   -0.49{col 46}{space 3}0.627{col 54}{space 4} -.136332{col 67}{space 3} .0824525
{txt}{space 7}2009  {c |}{col 14}{res}{space 2}-.0320178{col 26}{space 2}  .109459{col 37}{space 1}   -0.29{col 46}{space 3}0.770{col 54}{space 4}-.2488758{col 67}{space 3} .1848402
{txt}{space 7}2010  {c |}{col 14}{res}{space 2} .0544322{col 26}{space 2} .1191603{col 37}{space 1}    0.46{col 46}{space 3}0.649{col 54}{space 4}-.1816459{col 67}{space 3} .2905103
{txt}{space 7}2011  {c |}{col 14}{res}{space 2}-.0783629{col 26}{space 2} .1191542{col 37}{space 1}   -0.66{col 46}{space 3}0.512{col 54}{space 4}-.3144288{col 67}{space 3} .1577031
{txt}{space 12} {c |}
{space 7}_cons {c |}{col 14}{res}{space 2} .3778316{col 26}{space 2} .1908034{col 37}{space 1}    1.98{col 46}{space 3}0.050{col 54}{space 4}-.0001843{col 67}{space 3} .7558474
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Linear regression                                      Number of obs ={res}     338
                                                       {txt}F( 32,   113) ={res}    2.03
                                                       {txt}Prob > F      = {res} 0.0035
                                                       {txt}R-squared     = {res} 0.1511
                                                       {txt}Root MSE      = {res} .12529

{txt}{ralign 78:(Std. Err. adjusted for {res:114} clusters in citystabbr)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}incumbentp~t{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
DIFFusmont~h {c |}{col 14}{res}{space 2}  .010986{col 26}{space 2} .0041028{col 37}{space 1}    2.68{col 46}{space 3}0.009{col 54}{space 4} .0028577{col 67}{space 3} .0191143
{txt}unemploymo~s {c |}{col 14}{res}{space 2} .0062036{col 26}{space 2} .0257974{col 37}{space 1}    0.24{col 46}{space 3}0.810{col 54}{space 4}-.0449057{col 67}{space 3} .0573129
{txt}CENSUS2000~c {c |}{col 14}{res}{space 2} .0069146{col 26}{space 2} .0023356{col 37}{space 1}    2.96{col 46}{space 3}0.004{col 54}{space 4} .0022873{col 67}{space 3} .0115419
{txt}logCENSUS2~p {c |}{col 14}{res}{space 2} .0085317{col 26}{space 2} .0101662{col 37}{space 1}    0.84{col 46}{space 3}0.403{col 54}{space 4}-.0116093{col 67}{space 3} .0286727
{txt}CEN~cpercent {c |}{col 14}{res}{space 2} .0904584{col 26}{space 2} .0516573{col 37}{space 1}    1.75{col 46}{space 3}0.083{col 54}{space 4}-.0118841{col 67}{space 3} .1928009
{txt}CEN~kpercent {c |}{col 14}{res}{space 2} .0049698{col 26}{space 2} .0619892{col 37}{space 1}    0.08{col 46}{space 3}0.936{col 54}{space 4} -.117842{col 67}{space 3} .1277815
{txt}CENSUS2000~s {c |}{col 14}{res}{space 2}-.3044949{col 26}{space 2} .1746521{col 37}{space 1}   -1.74{col 46}{space 3}0.084{col 54}{space 4}-.6505123{col 67}{space 3} .0415225
{txt}CENSUS2000~e {c |}{col 14}{res}{space 2}-.0018723{col 26}{space 2} .0014287{col 37}{space 1}   -1.31{col 46}{space 3}0.193{col 54}{space 4}-.0047028{col 67}{space 3} .0009582
{txt}CENSUS1990~c {c |}{col 14}{res}{space 2}-.0056181{col 26}{space 2} .0025391{col 37}{space 1}   -2.21{col 46}{space 3}0.029{col 54}{space 4}-.0106485{col 67}{space 3}-.0005878
{txt}mayorcounc~m {c |}{col 14}{res}{space 2} .0176375{col 26}{space 2} .0189264{col 37}{space 1}    0.93{col 46}{space 3}0.353{col 54}{space 4}-.0198591{col 67}{space 3} .0551342
{txt}{space 3}demvs1988 {c |}{col 14}{res}{space 2}-.0219537{col 26}{space 2} .0930328{col 37}{space 1}   -0.24{col 46}{space 3}0.814{col 54}{space 4}-.2062685{col 67}{space 3} .1623611
{txt}{space 12} {c |}
{space 8}year {c |}
{space 7}1991  {c |}{col 14}{res}{space 2}  .015435{col 26}{space 2} .0597913{col 37}{space 1}    0.26{col 46}{space 3}0.797{col 54}{space 4}-.1030224{col 67}{space 3} .1338924
{txt}{space 7}1992  {c |}{col 14}{res}{space 2}-.0317963{col 26}{space 2} .0615714{col 37}{space 1}   -0.52{col 46}{space 3}0.607{col 54}{space 4}-.1537802{col 67}{space 3} .0901877
{txt}{space 7}1993  {c |}{col 14}{res}{space 2}-.0150257{col 26}{space 2} .0555335{col 37}{space 1}   -0.27{col 46}{space 3}0.787{col 54}{space 4}-.1250475{col 67}{space 3} .0949962
{txt}{space 7}1994  {c |}{col 14}{res}{space 2} .0612725{col 26}{space 2} .0508848{col 37}{space 1}    1.20{col 46}{space 3}0.231{col 54}{space 4}-.0395394{col 67}{space 3} .1620843
{txt}{space 7}1995  {c |}{col 14}{res}{space 2} .0141358{col 26}{space 2} .0474527{col 37}{space 1}    0.30{col 46}{space 3}0.766{col 54}{space 4}-.0798766{col 67}{space 3} .1081481
{txt}{space 7}1996  {c |}{col 14}{res}{space 2}-.0249287{col 26}{space 2}  .048667{col 37}{space 1}   -0.51{col 46}{space 3}0.609{col 54}{space 4}-.1213468{col 67}{space 3} .0714894
{txt}{space 7}1997  {c |}{col 14}{res}{space 2}  .005855{col 26}{space 2} .0501129{col 37}{space 1}    0.12{col 46}{space 3}0.907{col 54}{space 4}-.0934278{col 67}{space 3} .1051377
{txt}{space 7}1998  {c |}{col 14}{res}{space 2}  .056695{col 26}{space 2} .0613992{col 37}{space 1}    0.92{col 46}{space 3}0.358{col 54}{space 4}-.0649479{col 67}{space 3}  .178338
{txt}{space 7}1999  {c |}{col 14}{res}{space 2} .0760688{col 26}{space 2} .0605465{col 37}{space 1}    1.26{col 46}{space 3}0.212{col 54}{space 4}-.0438847{col 67}{space 3} .1960223
{txt}{space 7}2000  {c |}{col 14}{res}{space 2} .0498906{col 26}{space 2} .0666228{col 37}{space 1}    0.75{col 46}{space 3}0.456{col 54}{space 4}-.0821011{col 67}{space 3} .1818823
{txt}{space 7}2001  {c |}{col 14}{res}{space 2} .0326041{col 26}{space 2} .0518708{col 37}{space 1}    0.63{col 46}{space 3}0.531{col 54}{space 4}-.0701614{col 67}{space 3} .1353696
{txt}{space 7}2002  {c |}{col 14}{res}{space 2} .0620703{col 26}{space 2} .0508095{col 37}{space 1}    1.22{col 46}{space 3}0.224{col 54}{space 4}-.0385925{col 67}{space 3} .1627332
{txt}{space 7}2003  {c |}{col 14}{res}{space 2} .0480195{col 26}{space 2}  .047351{col 37}{space 1}    1.01{col 46}{space 3}0.313{col 54}{space 4}-.0457914{col 67}{space 3} .1418304
{txt}{space 7}2004  {c |}{col 14}{res}{space 2}-.0695948{col 26}{space 2} .0584818{col 37}{space 1}   -1.19{col 46}{space 3}0.237{col 54}{space 4}-.1854579{col 67}{space 3} .0462682
{txt}{space 7}2005  {c |}{col 14}{res}{space 2} .0364132{col 26}{space 2} .0535781{col 37}{space 1}    0.68{col 46}{space 3}0.498{col 54}{space 4}-.0697347{col 67}{space 3} .1425611
{txt}{space 7}2006  {c |}{col 14}{res}{space 2} .0370601{col 26}{space 2} .0642131{col 37}{space 1}    0.58{col 46}{space 3}0.565{col 54}{space 4}-.0901576{col 67}{space 3} .1642779
{txt}{space 7}2007  {c |}{col 14}{res}{space 2} .0619678{col 26}{space 2} .0552268{col 37}{space 1}    1.12{col 46}{space 3}0.264{col 54}{space 4}-.0474465{col 67}{space 3} .1713822
{txt}{space 7}2008  {c |}{col 14}{res}{space 2}-.0261463{col 26}{space 2} .0552726{col 37}{space 1}   -0.47{col 46}{space 3}0.637{col 54}{space 4}-.1356512{col 67}{space 3} .0833587
{txt}{space 7}2009  {c |}{col 14}{res}{space 2}-.0246587{col 26}{space 2} .1094336{col 37}{space 1}   -0.23{col 46}{space 3}0.822{col 54}{space 4}-.2414664{col 67}{space 3} .1921489
{txt}{space 7}2010  {c |}{col 14}{res}{space 2} .0619182{col 26}{space 2} .1188732{col 37}{space 1}    0.52{col 46}{space 3}0.603{col 54}{space 4}-.1735911{col 67}{space 3} .2974275
{txt}{space 7}2011  {c |}{col 14}{res}{space 2}-.0720709{col 26}{space 2} .1191606{col 37}{space 1}   -0.60{col 46}{space 3}0.547{col 54}{space 4}-.3081496{col 67}{space 3} .1640078
{txt}{space 12} {c |}
{space 7}_cons {c |}{col 14}{res}{space 2} .3688482{col 26}{space 2} .1936871{col 37}{space 1}    1.90{col 46}{space 3}0.059{col 54}{space 4}-.0148809{col 67}{space 3} .7525773
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Linear regression                                      Number of obs ={res}     339
                                                       {txt}F( 32,   113) ={res}    1.91
                                                       {txt}Prob > F      = {res} 0.0069
                                                       {txt}R-squared     = {res} 0.1583
                                                       {txt}Root MSE      = {res} .12409

{txt}{ralign 78:(Std. Err. adjusted for {res:114} clusters in citystabbr)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}incumbentp~t{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
DIFFusmont~h {c |}{col 14}{res}{space 2}  .010735{col 26}{space 2}  .004119{col 37}{space 1}    2.61{col 46}{space 3}0.010{col 54}{space 4} .0025745{col 67}{space 3} .0188956
{txt}unemploymo~s {c |}{col 14}{res}{space 2} .0092598{col 26}{space 2} .0258483{col 37}{space 1}    0.36{col 46}{space 3}0.721{col 54}{space 4}-.0419502{col 67}{space 3} .0604699
{txt}CENSUS2000~c {c |}{col 14}{res}{space 2} .0065542{col 26}{space 2} .0022794{col 37}{space 1}    2.88{col 46}{space 3}0.005{col 54}{space 4} .0020383{col 67}{space 3}   .01107
{txt}logCENSUS2~p {c |}{col 14}{res}{space 2} .0084808{col 26}{space 2} .0101402{col 37}{space 1}    0.84{col 46}{space 3}0.405{col 54}{space 4}-.0116088{col 67}{space 3} .0285704
{txt}CEN~cpercent {c |}{col 14}{res}{space 2}  .077094{col 26}{space 2} .0517047{col 37}{space 1}    1.49{col 46}{space 3}0.139{col 54}{space 4}-.0253423{col 67}{space 3} .1795303
{txt}CEN~kpercent {c |}{col 14}{res}{space 2}-.0178003{col 26}{space 2} .0608559{col 37}{space 1}   -0.29{col 46}{space 3}0.770{col 54}{space 4}-.1383669{col 67}{space 3} .1027663
{txt}CENSUS2000~s {c |}{col 14}{res}{space 2}-.2673447{col 26}{space 2} .1687536{col 37}{space 1}   -1.58{col 46}{space 3}0.116{col 54}{space 4} -.601676{col 67}{space 3} .0669867
{txt}CENSUS2000~e {c |}{col 14}{res}{space 2}-.0020121{col 26}{space 2} .0014181{col 37}{space 1}   -1.42{col 46}{space 3}0.159{col 54}{space 4}-.0048216{col 67}{space 3} .0007974
{txt}CENSUS1990~c {c |}{col 14}{res}{space 2}-.0055986{col 26}{space 2} .0025705{col 37}{space 1}   -2.18{col 46}{space 3}0.031{col 54}{space 4}-.0106913{col 67}{space 3} -.000506
{txt}mayorcounc~m {c |}{col 14}{res}{space 2}  .022728{col 26}{space 2} .0187532{col 37}{space 1}    1.21{col 46}{space 3}0.228{col 54}{space 4}-.0144254{col 67}{space 3} .0598813
{txt}{space 3}demvs1988 {c |}{col 14}{res}{space 2}-.0344359{col 26}{space 2} .0899507{col 37}{space 1}   -0.38{col 46}{space 3}0.703{col 54}{space 4}-.2126444{col 67}{space 3} .1437727
{txt}{space 12} {c |}
{space 8}year {c |}
{space 7}1991  {c |}{col 14}{res}{space 2} .0156132{col 26}{space 2} .0583407{col 37}{space 1}    0.27{col 46}{space 3}0.789{col 54}{space 4}-.0999701{col 67}{space 3} .1311966
{txt}{space 7}1992  {c |}{col 14}{res}{space 2}-.0391167{col 26}{space 2} .0610427{col 37}{space 1}   -0.64{col 46}{space 3}0.523{col 54}{space 4}-.1600533{col 67}{space 3}   .08182
{txt}{space 7}1993  {c |}{col 14}{res}{space 2}-.0221595{col 26}{space 2}  .054833{col 37}{space 1}   -0.40{col 46}{space 3}0.687{col 54}{space 4}-.1307936{col 67}{space 3} .0864746
{txt}{space 7}1994  {c |}{col 14}{res}{space 2} .0604879{col 26}{space 2} .0504521{col 37}{space 1}    1.20{col 46}{space 3}0.233{col 54}{space 4}-.0394668{col 67}{space 3} .1604426
{txt}{space 7}1995  {c |}{col 14}{res}{space 2} .0133148{col 26}{space 2} .0464333{col 37}{space 1}    0.29{col 46}{space 3}0.775{col 54}{space 4}-.0786781{col 67}{space 3} .1053076
{txt}{space 7}1996  {c |}{col 14}{res}{space 2}-.0242453{col 26}{space 2} .0484911{col 37}{space 1}   -0.50{col 46}{space 3}0.618{col 54}{space 4} -.120315{col 67}{space 3} .0718244
{txt}{space 7}1997  {c |}{col 14}{res}{space 2}  .004378{col 26}{space 2} .0495781{col 37}{space 1}    0.09{col 46}{space 3}0.930{col 54}{space 4}-.0938451{col 67}{space 3} .1026011
{txt}{space 7}1998  {c |}{col 14}{res}{space 2} .0595704{col 26}{space 2} .0613978{col 37}{space 1}    0.97{col 46}{space 3}0.334{col 54}{space 4}-.0620697{col 67}{space 3} .1812105
{txt}{space 7}1999  {c |}{col 14}{res}{space 2} .0745719{col 26}{space 2} .0597821{col 37}{space 1}    1.25{col 46}{space 3}0.215{col 54}{space 4}-.0438672{col 67}{space 3} .1930111
{txt}{space 7}2000  {c |}{col 14}{res}{space 2} .0536273{col 26}{space 2} .0665929{col 37}{space 1}    0.81{col 46}{space 3}0.422{col 54}{space 4}-.0783052{col 67}{space 3} .1855597
{txt}{space 7}2001  {c |}{col 14}{res}{space 2} .0302675{col 26}{space 2} .0513673{col 37}{space 1}    0.59{col 46}{space 3}0.557{col 54}{space 4}-.0715004{col 67}{space 3} .1320354
{txt}{space 7}2002  {c |}{col 14}{res}{space 2} .0617882{col 26}{space 2}  .050438{col 37}{space 1}    1.23{col 46}{space 3}0.223{col 54}{space 4}-.0381386{col 67}{space 3}  .161715
{txt}{space 7}2003  {c |}{col 14}{res}{space 2}  .043046{col 26}{space 2} .0468427{col 37}{space 1}    0.92{col 46}{space 3}0.360{col 54}{space 4}-.0497577{col 67}{space 3} .1358498
{txt}{space 7}2004  {c |}{col 14}{res}{space 2}-.0731041{col 26}{space 2} .0581905{col 37}{space 1}   -1.26{col 46}{space 3}0.212{col 54}{space 4}  -.18839{col 67}{space 3} .0421817
{txt}{space 7}2005  {c |}{col 14}{res}{space 2} .0340583{col 26}{space 2} .0530545{col 37}{space 1}    0.64{col 46}{space 3}0.522{col 54}{space 4}-.0710522{col 67}{space 3} .1391688
{txt}{space 7}2006  {c |}{col 14}{res}{space 2} .0544439{col 26}{space 2} .0635254{col 37}{space 1}    0.86{col 46}{space 3}0.393{col 54}{space 4}-.0714115{col 67}{space 3} .1802992
{txt}{space 7}2007  {c |}{col 14}{res}{space 2} .0594181{col 26}{space 2} .0546289{col 37}{space 1}    1.09{col 46}{space 3}0.279{col 54}{space 4}-.0488116{col 67}{space 3} .1676477
{txt}{space 7}2008  {c |}{col 14}{res}{space 2}-.0312473{col 26}{space 2} .0547211{col 37}{space 1}   -0.57{col 46}{space 3}0.569{col 54}{space 4}-.1396597{col 67}{space 3} .0771651
{txt}{space 7}2009  {c |}{col 14}{res}{space 2}-.0425549{col 26}{space 2} .1089371{col 37}{space 1}   -0.39{col 46}{space 3}0.697{col 54}{space 4}-.2583788{col 67}{space 3} .1732691
{txt}{space 7}2010  {c |}{col 14}{res}{space 2} .0685153{col 26}{space 2} .1181766{col 37}{space 1}    0.58{col 46}{space 3}0.563{col 54}{space 4}-.1656138{col 67}{space 3} .3026443
{txt}{space 7}2011  {c |}{col 14}{res}{space 2}-.0901721{col 26}{space 2} .1185426{col 37}{space 1}   -0.76{col 46}{space 3}0.448{col 54}{space 4}-.3250265{col 67}{space 3} .1446823
{txt}{space 12} {c |}
{space 7}_cons {c |}{col 14}{res}{space 2}  .375579{col 26}{space 2} .1920717{col 37}{space 1}    1.96{col 46}{space 3}0.053{col 54}{space 4}-.0049498{col 67}{space 3} .7561078
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Linear regression                                      Number of obs ={res}     340
                                                       {txt}F( 32,   113) ={res}    2.03
                                                       {txt}Prob > F      = {res} 0.0035
                                                       {txt}R-squared     = {res} 0.1495
                                                       {txt}Root MSE      = {res} .12498

{txt}{ralign 78:(Std. Err. adjusted for {res:114} clusters in citystabbr)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}incumbentp~t{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
DIFFusmont~h {c |}{col 14}{res}{space 2} .0107273{col 26}{space 2} .0040703{col 37}{space 1}    2.64{col 46}{space 3}0.010{col 54}{space 4} .0026633{col 67}{space 3} .0187913
{txt}unemploymo~s {c |}{col 14}{res}{space 2}  .006926{col 26}{space 2} .0258883{col 37}{space 1}    0.27{col 46}{space 3}0.790{col 54}{space 4}-.0443634{col 67}{space 3} .0582154
{txt}CENSUS2000~c {c |}{col 14}{res}{space 2} .0068543{col 26}{space 2} .0023006{col 37}{space 1}    2.98{col 46}{space 3}0.004{col 54}{space 4} .0022964{col 67}{space 3} .0114122
{txt}logCENSUS2~p {c |}{col 14}{res}{space 2} .0079997{col 26}{space 2} .0100728{col 37}{space 1}    0.79{col 46}{space 3}0.429{col 54}{space 4}-.0119564{col 67}{space 3} .0279558
{txt}CEN~cpercent {c |}{col 14}{res}{space 2} .0840755{col 26}{space 2} .0513472{col 37}{space 1}    1.64{col 46}{space 3}0.104{col 54}{space 4}-.0176525{col 67}{space 3} .1858036
{txt}CEN~kpercent {c |}{col 14}{res}{space 2}-.0046151{col 26}{space 2} .0618218{col 37}{space 1}   -0.07{col 46}{space 3}0.941{col 54}{space 4}-.1270952{col 67}{space 3} .1178651
{txt}CENSUS2000~s {c |}{col 14}{res}{space 2} -.318829{col 26}{space 2} .1749425{col 37}{space 1}   -1.82{col 46}{space 3}0.071{col 54}{space 4}-.6654216{col 67}{space 3} .0277636
{txt}CENSUS2000~e {c |}{col 14}{res}{space 2}-.0018269{col 26}{space 2} .0014314{col 37}{space 1}   -1.28{col 46}{space 3}0.204{col 54}{space 4}-.0046627{col 67}{space 3} .0010089
{txt}CENSUS1990~c {c |}{col 14}{res}{space 2}-.0055839{col 26}{space 2} .0025226{col 37}{space 1}   -2.21{col 46}{space 3}0.029{col 54}{space 4}-.0105816{col 67}{space 3}-.0005861
{txt}mayorcounc~m {c |}{col 14}{res}{space 2} .0202417{col 26}{space 2} .0190191{col 37}{space 1}    1.06{col 46}{space 3}0.289{col 54}{space 4}-.0174386{col 67}{space 3}  .057922
{txt}{space 3}demvs1988 {c |}{col 14}{res}{space 2}-.0290722{col 26}{space 2} .0914794{col 37}{space 1}   -0.32{col 46}{space 3}0.751{col 54}{space 4}-.2103094{col 67}{space 3}  .152165
{txt}{space 12} {c |}
{space 8}year {c |}
{space 7}1991  {c |}{col 14}{res}{space 2} .0241634{col 26}{space 2} .0593061{col 37}{space 1}    0.41{col 46}{space 3}0.684{col 54}{space 4}-.0933327{col 67}{space 3} .1416594
{txt}{space 7}1992  {c |}{col 14}{res}{space 2}-.0327181{col 26}{space 2} .0618352{col 37}{space 1}   -0.53{col 46}{space 3}0.598{col 54}{space 4}-.1552248{col 67}{space 3} .0897885
{txt}{space 7}1993  {c |}{col 14}{res}{space 2}-.0148831{col 26}{space 2} .0557409{col 37}{space 1}   -0.27{col 46}{space 3}0.790{col 54}{space 4}-.1253158{col 67}{space 3} .0955497
{txt}{space 7}1994  {c |}{col 14}{res}{space 2}  .061648{col 26}{space 2} .0511746{col 37}{space 1}    1.20{col 46}{space 3}0.231{col 54}{space 4}-.0397382{col 67}{space 3} .1630342
{txt}{space 7}1995  {c |}{col 14}{res}{space 2} .0181302{col 26}{space 2} .0471913{col 37}{space 1}    0.38{col 46}{space 3}0.702{col 54}{space 4}-.0753642{col 67}{space 3} .1116246
{txt}{space 7}1996  {c |}{col 14}{res}{space 2}-.0249039{col 26}{space 2}  .048778{col 37}{space 1}   -0.51{col 46}{space 3}0.611{col 54}{space 4} -.121542{col 67}{space 3} .0717342
{txt}{space 7}1997  {c |}{col 14}{res}{space 2} .0074229{col 26}{space 2} .0501359{col 37}{space 1}    0.15{col 46}{space 3}0.883{col 54}{space 4}-.0919053{col 67}{space 3} .1067512
{txt}{space 7}1998  {c |}{col 14}{res}{space 2} .0578285{col 26}{space 2} .0613444{col 37}{space 1}    0.94{col 46}{space 3}0.348{col 54}{space 4}-.0637058{col 67}{space 3} .1793629
{txt}{space 7}1999  {c |}{col 14}{res}{space 2}  .075989{col 26}{space 2} .0602418{col 37}{space 1}    1.26{col 46}{space 3}0.210{col 54}{space 4}-.0433608{col 67}{space 3} .1953388
{txt}{space 7}2000  {c |}{col 14}{res}{space 2} .0510897{col 26}{space 2} .0668411{col 37}{space 1}    0.76{col 46}{space 3}0.446{col 54}{space 4}-.0813346{col 67}{space 3} .1835139
{txt}{space 7}2001  {c |}{col 14}{res}{space 2} .0339755{col 26}{space 2} .0519751{col 37}{space 1}    0.65{col 46}{space 3}0.515{col 54}{space 4}-.0689966{col 67}{space 3} .1369475
{txt}{space 7}2002  {c |}{col 14}{res}{space 2} .0527413{col 26}{space 2}  .051503{col 37}{space 1}    1.02{col 46}{space 3}0.308{col 54}{space 4}-.0492954{col 67}{space 3} .1547779
{txt}{space 7}2003  {c |}{col 14}{res}{space 2} .0487366{col 26}{space 2} .0476476{col 37}{space 1}    1.02{col 46}{space 3}0.309{col 54}{space 4}-.0456619{col 67}{space 3} .1431352
{txt}{space 7}2004  {c |}{col 14}{res}{space 2}-.0696754{col 26}{space 2} .0583272{col 37}{space 1}   -1.19{col 46}{space 3}0.235{col 54}{space 4}-.1852321{col 67}{space 3} .0458812
{txt}{space 7}2005  {c |}{col 14}{res}{space 2} .0379204{col 26}{space 2} .0537292{col 37}{space 1}    0.71{col 46}{space 3}0.482{col 54}{space 4}-.0685268{col 67}{space 3} .1443675
{txt}{space 7}2006  {c |}{col 14}{res}{space 2}  .037994{col 26}{space 2} .0643743{col 37}{space 1}    0.59{col 46}{space 3}0.556{col 54}{space 4}-.0895431{col 67}{space 3} .1655311
{txt}{space 7}2007  {c |}{col 14}{res}{space 2} .0633292{col 26}{space 2} .0552629{col 37}{space 1}    1.15{col 46}{space 3}0.254{col 54}{space 4}-.0461567{col 67}{space 3}  .172815
{txt}{space 7}2008  {c |}{col 14}{res}{space 2}-.0260745{col 26}{space 2} .0553253{col 37}{space 1}   -0.47{col 46}{space 3}0.638{col 54}{space 4} -.135684{col 67}{space 3}  .083535
{txt}{space 7}2009  {c |}{col 14}{res}{space 2}-.0271235{col 26}{space 2} .1099054{col 37}{space 1}   -0.25{col 46}{space 3}0.806{col 54}{space 4}-.2448658{col 67}{space 3} .1906189
{txt}{space 7}2010  {c |}{col 14}{res}{space 2} .0590847{col 26}{space 2}  .119209{col 37}{space 1}    0.50{col 46}{space 3}0.621{col 54}{space 4}-.1770899{col 67}{space 3} .2952593
{txt}{space 7}2011  {c |}{col 14}{res}{space 2}-.0740008{col 26}{space 2} .1194056{col 37}{space 1}   -0.62{col 46}{space 3}0.537{col 54}{space 4}-.3105649{col 67}{space 3} .1625633
{txt}{space 12} {c |}
{space 7}_cons {c |}{col 14}{res}{space 2} .3794908{col 26}{space 2}  .191361{col 37}{space 1}    1.98{col 46}{space 3}0.050{col 54}{space 4} .0003701{col 67}{space 3} .7586114
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Linear regression                                      Number of obs ={res}     338
                                                       {txt}F( 32,   113) ={res}    1.98
                                                       {txt}Prob > F      = {res} 0.0048
                                                       {txt}R-squared     = {res} 0.1504
                                                       {txt}Root MSE      = {res} .12481

{txt}{ralign 78:(Std. Err. adjusted for {res:114} clusters in citystabbr)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}incumbentp~t{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
DIFFusmont~h {c |}{col 14}{res}{space 2} .0112525{col 26}{space 2} .0040934{col 37}{space 1}    2.75{col 46}{space 3}0.007{col 54}{space 4} .0031427{col 67}{space 3} .0193623
{txt}unemploymo~s {c |}{col 14}{res}{space 2} .0061192{col 26}{space 2} .0263884{col 37}{space 1}    0.23{col 46}{space 3}0.817{col 54}{space 4}-.0461611{col 67}{space 3} .0583994
{txt}CENSUS2000~c {c |}{col 14}{res}{space 2} .0065163{col 26}{space 2} .0023594{col 37}{space 1}    2.76{col 46}{space 3}0.007{col 54}{space 4} .0018419{col 67}{space 3} .0111907
{txt}logCENSUS2~p {c |}{col 14}{res}{space 2}  .008475{col 26}{space 2} .0101743{col 37}{space 1}    0.83{col 46}{space 3}0.407{col 54}{space 4}-.0116821{col 67}{space 3} .0286322
{txt}CEN~cpercent {c |}{col 14}{res}{space 2} .0871843{col 26}{space 2} .0513066{col 37}{space 1}    1.70{col 46}{space 3}0.092{col 54}{space 4}-.0144633{col 67}{space 3}  .188832
{txt}CEN~kpercent {c |}{col 14}{res}{space 2}-.0030444{col 26}{space 2} .0617244{col 37}{space 1}   -0.05{col 46}{space 3}0.961{col 54}{space 4}-.1253316{col 67}{space 3} .1192427
{txt}CENSUS2000~s {c |}{col 14}{res}{space 2}-.3003262{col 26}{space 2}  .174933{col 37}{space 1}   -1.72{col 46}{space 3}0.089{col 54}{space 4}-.6469001{col 67}{space 3} .0462477
{txt}CENSUS2000~e {c |}{col 14}{res}{space 2}-.0018015{col 26}{space 2}  .001435{col 37}{space 1}   -1.26{col 46}{space 3}0.212{col 54}{space 4}-.0046445{col 67}{space 3} .0010415
{txt}CENSUS1990~c {c |}{col 14}{res}{space 2}-.0054123{col 26}{space 2} .0025817{col 37}{space 1}   -2.10{col 46}{space 3}0.038{col 54}{space 4}-.0105272{col 67}{space 3}-.0002974
{txt}mayorcounc~m {c |}{col 14}{res}{space 2} .0178405{col 26}{space 2}  .019312{col 37}{space 1}    0.92{col 46}{space 3}0.358{col 54}{space 4}-.0204201{col 67}{space 3} .0561011
{txt}{space 3}demvs1988 {c |}{col 14}{res}{space 2}-.0252759{col 26}{space 2}  .091594{col 37}{space 1}   -0.28{col 46}{space 3}0.783{col 54}{space 4}-.2067401{col 67}{space 3} .1561882
{txt}{space 12} {c |}
{space 8}year {c |}
{space 7}1991  {c |}{col 14}{res}{space 2} .0205124{col 26}{space 2} .0609676{col 37}{space 1}    0.34{col 46}{space 3}0.737{col 54}{space 4}-.1002755{col 67}{space 3} .1413003
{txt}{space 7}1992  {c |}{col 14}{res}{space 2}-.0357193{col 26}{space 2} .0630508{col 37}{space 1}   -0.57{col 46}{space 3}0.572{col 54}{space 4}-.1606343{col 67}{space 3} .0891956
{txt}{space 7}1993  {c |}{col 14}{res}{space 2}-.0189113{col 26}{space 2} .0573489{col 37}{space 1}   -0.33{col 46}{space 3}0.742{col 54}{space 4}-.1325298{col 67}{space 3} .0947072
{txt}{space 7}1994  {c |}{col 14}{res}{space 2} .0588745{col 26}{space 2} .0540047{col 37}{space 1}    1.09{col 46}{space 3}0.278{col 54}{space 4}-.0481185{col 67}{space 3} .1658675
{txt}{space 7}1995  {c |}{col 14}{res}{space 2} .0132713{col 26}{space 2} .0512704{col 37}{space 1}    0.26{col 46}{space 3}0.796{col 54}{space 4}-.0883046{col 67}{space 3} .1148472
{txt}{space 7}1996  {c |}{col 14}{res}{space 2}-.0279244{col 26}{space 2} .0532275{col 37}{space 1}   -0.52{col 46}{space 3}0.601{col 54}{space 4}-.1333777{col 67}{space 3} .0775288
{txt}{space 7}1997  {c |}{col 14}{res}{space 2} .0012305{col 26}{space 2} .0559004{col 37}{space 1}    0.02{col 46}{space 3}0.982{col 54}{space 4}-.1095183{col 67}{space 3} .1119792
{txt}{space 7}1998  {c |}{col 14}{res}{space 2} .0417164{col 26}{space 2} .0654985{col 37}{space 1}    0.64{col 46}{space 3}0.525{col 54}{space 4}-.0880479{col 67}{space 3} .1714806
{txt}{space 7}1999  {c |}{col 14}{res}{space 2} .0700717{col 26}{space 2} .0662117{col 37}{space 1}    1.06{col 46}{space 3}0.292{col 54}{space 4}-.0611056{col 67}{space 3} .2012491
{txt}{space 7}2000  {c |}{col 14}{res}{space 2} .0459361{col 26}{space 2} .0720319{col 37}{space 1}    0.64{col 46}{space 3}0.525{col 54}{space 4}-.0967721{col 67}{space 3} .1886442
{txt}{space 7}2001  {c |}{col 14}{res}{space 2} .0289549{col 26}{space 2}   .05651{col 37}{space 1}    0.51{col 46}{space 3}0.609{col 54}{space 4}-.0830015{col 67}{space 3} .1409114
{txt}{space 7}2002  {c |}{col 14}{res}{space 2} .0730881{col 26}{space 2} .0541959{col 37}{space 1}    1.35{col 46}{space 3}0.180{col 54}{space 4}-.0342837{col 67}{space 3} .1804599
{txt}{space 7}2003  {c |}{col 14}{res}{space 2} .0442998{col 26}{space 2}   .05123{col 37}{space 1}    0.86{col 46}{space 3}0.389{col 54}{space 4} -.057196{col 67}{space 3} .1457956
{txt}{space 7}2004  {c |}{col 14}{res}{space 2}-.0733791{col 26}{space 2} .0618211{col 37}{space 1}   -1.19{col 46}{space 3}0.238{col 54}{space 4}-.1958578{col 67}{space 3} .0490996
{txt}{space 7}2005  {c |}{col 14}{res}{space 2} .0326163{col 26}{space 2} .0584069{col 37}{space 1}    0.56{col 46}{space 3}0.578{col 54}{space 4}-.0830984{col 67}{space 3}  .148331
{txt}{space 7}2006  {c |}{col 14}{res}{space 2} .0336198{col 26}{space 2} .0691283{col 37}{space 1}    0.49{col 46}{space 3}0.628{col 54}{space 4}-.1033357{col 67}{space 3} .1705754
{txt}{space 7}2007  {c |}{col 14}{res}{space 2} .0579727{col 26}{space 2}  .060624{col 37}{space 1}    0.96{col 46}{space 3}0.341{col 54}{space 4}-.0621345{col 67}{space 3} .1780799
{txt}{space 7}2008  {c |}{col 14}{res}{space 2}-.0291389{col 26}{space 2} .0581542{col 37}{space 1}   -0.50{col 46}{space 3}0.617{col 54}{space 4}-.1443528{col 67}{space 3} .0860751
{txt}{space 7}2009  {c |}{col 14}{res}{space 2}-.0280098{col 26}{space 2} .1098819{col 37}{space 1}   -0.25{col 46}{space 3}0.799{col 54}{space 4}-.2457057{col 67}{space 3} .1896861
{txt}{space 7}2010  {c |}{col 14}{res}{space 2} .0592546{col 26}{space 2} .1198916{col 37}{space 1}    0.49{col 46}{space 3}0.622{col 54}{space 4}-.1782723{col 67}{space 3} .2967815
{txt}{space 7}2011  {c |}{col 14}{res}{space 2}-.0762473{col 26}{space 2} .1198201{col 37}{space 1}   -0.64{col 46}{space 3}0.526{col 54}{space 4}-.3136326{col 67}{space 3} .1611379
{txt}{space 12} {c |}
{space 7}_cons {c |}{col 14}{res}{space 2} .3861499{col 26}{space 2} .1954689{col 37}{space 1}    1.98{col 46}{space 3}0.051{col 54}{space 4}-.0011093{col 67}{space 3}  .773409
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Linear regression                                      Number of obs ={res}     338
                                                       {txt}F( 32,   113) ={res}    2.02
                                                       {txt}Prob > F      = {res} 0.0036
                                                       {txt}R-squared     = {res} 0.1503
                                                       {txt}Root MSE      = {res} .12516

{txt}{ralign 78:(Std. Err. adjusted for {res:114} clusters in citystabbr)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}incumbentp~t{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
DIFFusmont~h {c |}{col 14}{res}{space 2} .0112825{col 26}{space 2} .0041125{col 37}{space 1}    2.74{col 46}{space 3}0.007{col 54}{space 4} .0031349{col 67}{space 3}   .01943
{txt}unemploymo~s {c |}{col 14}{res}{space 2} .0069119{col 26}{space 2}  .025779{col 37}{space 1}    0.27{col 46}{space 3}0.789{col 54}{space 4}-.0441609{col 67}{space 3} .0579846
{txt}CENSUS2000~c {c |}{col 14}{res}{space 2} .0065165{col 26}{space 2} .0023755{col 37}{space 1}    2.74{col 46}{space 3}0.007{col 54}{space 4} .0018103{col 67}{space 3} .0112228
{txt}logCENSUS2~p {c |}{col 14}{res}{space 2} .0096219{col 26}{space 2} .0108228{col 37}{space 1}    0.89{col 46}{space 3}0.376{col 54}{space 4}  -.01182{col 67}{space 3} .0310638
{txt}CEN~cpercent {c |}{col 14}{res}{space 2}  .089289{col 26}{space 2} .0512096{col 37}{space 1}    1.74{col 46}{space 3}0.084{col 54}{space 4}-.0121665{col 67}{space 3} .1907445
{txt}CEN~kpercent {c |}{col 14}{res}{space 2}-.0010671{col 26}{space 2} .0616521{col 37}{space 1}   -0.02{col 46}{space 3}0.986{col 54}{space 4}-.1232111{col 67}{space 3} .1210769
{txt}CENSUS2000~s {c |}{col 14}{res}{space 2}-.3003484{col 26}{space 2} .1740776{col 37}{space 1}   -1.73{col 46}{space 3}0.087{col 54}{space 4}-.6452275{col 67}{space 3} .0445308
{txt}CENSUS2000~e {c |}{col 14}{res}{space 2} -.001668{col 26}{space 2} .0014475{col 37}{space 1}   -1.15{col 46}{space 3}0.252{col 54}{space 4}-.0045358{col 67}{space 3} .0011998
{txt}CENSUS1990~c {c |}{col 14}{res}{space 2}-.0053819{col 26}{space 2}  .002603{col 37}{space 1}   -2.07{col 46}{space 3}0.041{col 54}{space 4}-.0105388{col 67}{space 3} -.000225
{txt}mayorcounc~m {c |}{col 14}{res}{space 2} .0193528{col 26}{space 2} .0190244{col 37}{space 1}    1.02{col 46}{space 3}0.311{col 54}{space 4}-.0183379{col 67}{space 3} .0570435
{txt}{space 3}demvs1988 {c |}{col 14}{res}{space 2}-.0331722{col 26}{space 2}  .091536{col 37}{space 1}   -0.36{col 46}{space 3}0.718{col 54}{space 4}-.2145215{col 67}{space 3} .1481771
{txt}{space 12} {c |}
{space 8}year {c |}
{space 7}1991  {c |}{col 14}{res}{space 2} .0242525{col 26}{space 2} .0592228{col 37}{space 1}    0.41{col 46}{space 3}0.683{col 54}{space 4}-.0930786{col 67}{space 3} .1415836
{txt}{space 7}1992  {c |}{col 14}{res}{space 2}-.0330288{col 26}{space 2} .0616079{col 37}{space 1}   -0.54{col 46}{space 3}0.593{col 54}{space 4}-.1550852{col 67}{space 3} .0890275
{txt}{space 7}1993  {c |}{col 14}{res}{space 2}-.0148559{col 26}{space 2} .0567891{col 37}{space 1}   -0.26{col 46}{space 3}0.794{col 54}{space 4}-.1273654{col 67}{space 3} .0976535
{txt}{space 7}1994  {c |}{col 14}{res}{space 2} .0626236{col 26}{space 2} .0508986{col 37}{space 1}    1.23{col 46}{space 3}0.221{col 54}{space 4}-.0382157{col 67}{space 3}  .163463
{txt}{space 7}1995  {c |}{col 14}{res}{space 2} .0181381{col 26}{space 2}  .047195{col 37}{space 1}    0.38{col 46}{space 3}0.701{col 54}{space 4}-.0753637{col 67}{space 3} .1116399
{txt}{space 7}1996  {c |}{col 14}{res}{space 2}-.0232385{col 26}{space 2} .0487815{col 37}{space 1}   -0.48{col 46}{space 3}0.635{col 54}{space 4}-.1198834{col 67}{space 3} .0734064
{txt}{space 7}1997  {c |}{col 14}{res}{space 2} .0051221{col 26}{space 2} .0507438{col 37}{space 1}    0.10{col 46}{space 3}0.920{col 54}{space 4}-.0954105{col 67}{space 3} .1056547
{txt}{space 7}1998  {c |}{col 14}{res}{space 2} .0581135{col 26}{space 2}  .061531{col 37}{space 1}    0.94{col 46}{space 3}0.347{col 54}{space 4}-.0637906{col 67}{space 3} .1800175
{txt}{space 7}1999  {c |}{col 14}{res}{space 2} .0762405{col 26}{space 2} .0602471{col 37}{space 1}    1.27{col 46}{space 3}0.208{col 54}{space 4}-.0431199{col 67}{space 3} .1956008
{txt}{space 7}2000  {c |}{col 14}{res}{space 2} .0517915{col 26}{space 2} .0668235{col 37}{space 1}    0.78{col 46}{space 3}0.440{col 54}{space 4}-.0805979{col 67}{space 3}  .184181
{txt}{space 7}2001  {c |}{col 14}{res}{space 2} .0346795{col 26}{space 2} .0520126{col 37}{space 1}    0.67{col 46}{space 3}0.506{col 54}{space 4}-.0683668{col 67}{space 3} .1377259
{txt}{space 7}2002  {c |}{col 14}{res}{space 2}  .064182{col 26}{space 2} .0507724{col 37}{space 1}    1.26{col 46}{space 3}0.209{col 54}{space 4}-.0364073{col 67}{space 3} .1647713
{txt}{space 7}2003  {c |}{col 14}{res}{space 2} .0492298{col 26}{space 2} .0474885{col 37}{space 1}    1.04{col 46}{space 3}0.302{col 54}{space 4}-.0448534{col 67}{space 3}  .143313
{txt}{space 7}2004  {c |}{col 14}{res}{space 2}-.0687363{col 26}{space 2}  .058418{col 37}{space 1}   -1.18{col 46}{space 3}0.242{col 54}{space 4}-.1844728{col 67}{space 3} .0470003
{txt}{space 7}2005  {c |}{col 14}{res}{space 2} .0483183{col 26}{space 2} .0534904{col 37}{space 1}    0.90{col 46}{space 3}0.368{col 54}{space 4}-.0576559{col 67}{space 3} .1542925
{txt}{space 7}2006  {c |}{col 14}{res}{space 2} .0392751{col 26}{space 2} .0644248{col 37}{space 1}    0.61{col 46}{space 3}0.543{col 54}{space 4}-.0883621{col 67}{space 3} .1669123
{txt}{space 7}2007  {c |}{col 14}{res}{space 2} .0639369{col 26}{space 2}  .055268{col 37}{space 1}    1.16{col 46}{space 3}0.250{col 54}{space 4} -.045559{col 67}{space 3} .1734327
{txt}{space 7}2008  {c |}{col 14}{res}{space 2}-.0246992{col 26}{space 2} .0551445{col 37}{space 1}   -0.45{col 46}{space 3}0.655{col 54}{space 4}-.1339505{col 67}{space 3}  .084552
{txt}{space 7}2009  {c |}{col 14}{res}{space 2}-.0248086{col 26}{space 2} .1091677{col 37}{space 1}   -0.23{col 46}{space 3}0.821{col 54}{space 4}-.2410895{col 67}{space 3} .1914724
{txt}{space 7}2010  {c |}{col 14}{res}{space 2} .0615665{col 26}{space 2} .1189018{col 37}{space 1}    0.52{col 46}{space 3}0.606{col 54}{space 4}-.1739994{col 67}{space 3} .2971323
{txt}{space 7}2011  {c |}{col 14}{res}{space 2}-.0716639{col 26}{space 2} .1190616{col 37}{space 1}   -0.60{col 46}{space 3}0.548{col 54}{space 4}-.3075464{col 67}{space 3} .1642186
{txt}{space 12} {c |}
{space 7}_cons {c |}{col 14}{res}{space 2} .3618343{col 26}{space 2} .1967355{col 37}{space 1}    1.84{col 46}{space 3}0.069{col 54}{space 4}-.0279342{col 67}{space 3} .7516028
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Linear regression                                      Number of obs ={res}     339
                                                       {txt}F( 32,   113) ={res}    2.08
                                                       {txt}Prob > F      = {res} 0.0026
                                                       {txt}R-squared     = {res} 0.1502
                                                       {txt}Root MSE      = {res} .12502

{txt}{ralign 78:(Std. Err. adjusted for {res:114} clusters in citystabbr)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}incumbentp~t{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
DIFFusmont~h {c |}{col 14}{res}{space 2} .0110346{col 26}{space 2} .0040885{col 37}{space 1}    2.70{col 46}{space 3}0.008{col 54}{space 4} .0029346{col 67}{space 3} .0191346
{txt}unemploymo~s {c |}{col 14}{res}{space 2} .0078443{col 26}{space 2} .0257984{col 37}{space 1}    0.30{col 46}{space 3}0.762{col 54}{space 4} -.043267{col 67}{space 3} .0589556
{txt}CENSUS2000~c {c |}{col 14}{res}{space 2} .0067499{col 26}{space 2} .0023065{col 37}{space 1}    2.93{col 46}{space 3}0.004{col 54}{space 4} .0021803{col 67}{space 3} .0113194
{txt}logCENSUS2~p {c |}{col 14}{res}{space 2} .0076704{col 26}{space 2} .0100403{col 37}{space 1}    0.76{col 46}{space 3}0.446{col 54}{space 4}-.0122213{col 67}{space 3} .0275621
{txt}CEN~cpercent {c |}{col 14}{res}{space 2} .0925435{col 26}{space 2} .0511368{col 37}{space 1}    1.81{col 46}{space 3}0.073{col 54}{space 4}-.0087677{col 67}{space 3} .1938547
{txt}CEN~kpercent {c |}{col 14}{res}{space 2}  .002403{col 26}{space 2} .0618109{col 37}{space 1}    0.04{col 46}{space 3}0.969{col 54}{space 4}-.1200555{col 67}{space 3} .1248614
{txt}CENSUS2000~s {c |}{col 14}{res}{space 2}-.3040175{col 26}{space 2} .1744561{col 37}{space 1}   -1.74{col 46}{space 3}0.084{col 54}{space 4}-.6496465{col 67}{space 3} .0416115
{txt}CENSUS2000~e {c |}{col 14}{res}{space 2}-.0018596{col 26}{space 2} .0014196{col 37}{space 1}   -1.31{col 46}{space 3}0.193{col 54}{space 4}-.0046722{col 67}{space 3} .0009529
{txt}CENSUS1990~c {c |}{col 14}{res}{space 2}-.0053735{col 26}{space 2} .0025084{col 37}{space 1}   -2.14{col 46}{space 3}0.034{col 54}{space 4}-.0103431{col 67}{space 3}-.0004038
{txt}mayorcounc~m {c |}{col 14}{res}{space 2} .0177043{col 26}{space 2} .0189315{col 37}{space 1}    0.94{col 46}{space 3}0.352{col 54}{space 4}-.0198024{col 67}{space 3} .0552111
{txt}{space 3}demvs1988 {c |}{col 14}{res}{space 2}-.0296396{col 26}{space 2} .0917317{col 37}{space 1}   -0.32{col 46}{space 3}0.747{col 54}{space 4}-.2113767{col 67}{space 3} .1520976
{txt}{space 12} {c |}
{space 8}year {c |}
{space 7}1991  {c |}{col 14}{res}{space 2} .0245171{col 26}{space 2} .0596143{col 37}{space 1}    0.41{col 46}{space 3}0.682{col 54}{space 4}-.0935896{col 67}{space 3} .1426238
{txt}{space 7}1992  {c |}{col 14}{res}{space 2} -.034158{col 26}{space 2} .0621802{col 37}{space 1}   -0.55{col 46}{space 3}0.584{col 54}{space 4}-.1573482{col 67}{space 3} .0890321
{txt}{space 7}1993  {c |}{col 14}{res}{space 2}-.0145723{col 26}{space 2}  .056026{col 37}{space 1}   -0.26{col 46}{space 3}0.795{col 54}{space 4}-.1255698{col 67}{space 3} .0964253
{txt}{space 7}1994  {c |}{col 14}{res}{space 2}  .062112{col 26}{space 2} .0512217{col 37}{space 1}    1.21{col 46}{space 3}0.228{col 54}{space 4}-.0393674{col 67}{space 3} .1635915
{txt}{space 7}1995  {c |}{col 14}{res}{space 2} .0198086{col 26}{space 2} .0475576{col 37}{space 1}    0.42{col 46}{space 3}0.678{col 54}{space 4}-.0744115{col 67}{space 3} .1140287
{txt}{space 7}1996  {c |}{col 14}{res}{space 2}-.0236721{col 26}{space 2} .0490904{col 37}{space 1}   -0.48{col 46}{space 3}0.631{col 54}{space 4} -.120929{col 67}{space 3} .0735848
{txt}{space 7}1997  {c |}{col 14}{res}{space 2} .0095528{col 26}{space 2} .0504619{col 37}{space 1}    0.19{col 46}{space 3}0.850{col 54}{space 4}-.0904214{col 67}{space 3} .1095269
{txt}{space 7}1998  {c |}{col 14}{res}{space 2} .0485807{col 26}{space 2} .0610793{col 37}{space 1}    0.80{col 46}{space 3}0.428{col 54}{space 4}-.0724283{col 67}{space 3} .1695898
{txt}{space 7}1999  {c |}{col 14}{res}{space 2} .0788179{col 26}{space 2}  .060421{col 37}{space 1}    1.30{col 46}{space 3}0.195{col 54}{space 4} -.040887{col 67}{space 3} .1985227
{txt}{space 7}2000  {c |}{col 14}{res}{space 2} .0533735{col 26}{space 2} .0670057{col 37}{space 1}    0.80{col 46}{space 3}0.427{col 54}{space 4}-.0793768{col 67}{space 3} .1861239
{txt}{space 7}2001  {c |}{col 14}{res}{space 2} .0354726{col 26}{space 2} .0523588{col 37}{space 1}    0.68{col 46}{space 3}0.499{col 54}{space 4}-.0682596{col 67}{space 3} .1392048
{txt}{space 7}2002  {c |}{col 14}{res}{space 2} .0630406{col 26}{space 2} .0510975{col 37}{space 1}    1.23{col 46}{space 3}0.220{col 54}{space 4}-.0381927{col 67}{space 3} .1642739
{txt}{space 7}2003  {c |}{col 14}{res}{space 2} .0501111{col 26}{space 2} .0479534{col 37}{space 1}    1.04{col 46}{space 3}0.298{col 54}{space 4}-.0448931{col 67}{space 3} .1451154
{txt}{space 7}2004  {c |}{col 14}{res}{space 2}-.0683999{col 26}{space 2} .0586906{col 37}{space 1}   -1.17{col 46}{space 3}0.246{col 54}{space 4}-.1846767{col 67}{space 3} .0478768
{txt}{space 7}2005  {c |}{col 14}{res}{space 2}  .040437{col 26}{space 2} .0539719{col 37}{space 1}    0.75{col 46}{space 3}0.455{col 54}{space 4} -.066491{col 67}{space 3} .1473651
{txt}{space 7}2006  {c |}{col 14}{res}{space 2} .0308937{col 26}{space 2} .0660534{col 37}{space 1}    0.47{col 46}{space 3}0.641{col 54}{space 4}  -.09997{col 67}{space 3} .1617574
{txt}{space 7}2007  {c |}{col 14}{res}{space 2} .0660124{col 26}{space 2} .0554681{col 37}{space 1}    1.19{col 46}{space 3}0.237{col 54}{space 4}-.0438799{col 67}{space 3} .1759047
{txt}{space 7}2008  {c |}{col 14}{res}{space 2}-.0264103{col 26}{space 2} .0555635{col 37}{space 1}   -0.48{col 46}{space 3}0.635{col 54}{space 4}-.1364917{col 67}{space 3}  .083671
{txt}{space 7}2009  {c |}{col 14}{res}{space 2}-.0287786{col 26}{space 2} .1097849{col 37}{space 1}   -0.26{col 46}{space 3}0.794{col 54}{space 4}-.2462822{col 67}{space 3}  .188725
{txt}{space 7}2010  {c |}{col 14}{res}{space 2} .0565721{col 26}{space 2} .1192221{col 37}{space 1}    0.47{col 46}{space 3}0.636{col 54}{space 4}-.1796285{col 67}{space 3} .2927726
{txt}{space 7}2011  {c |}{col 14}{res}{space 2}-.0755255{col 26}{space 2} .1193594{col 37}{space 1}   -0.63{col 46}{space 3}0.528{col 54}{space 4}-.3119981{col 67}{space 3}  .160947
{txt}{space 12} {c |}
{space 7}_cons {c |}{col 14}{res}{space 2} .3715774{col 26}{space 2} .1909348{col 37}{space 1}    1.95{col 46}{space 3}0.054{col 54}{space 4}-.0066989{col 67}{space 3} .7498536
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Linear regression                                      Number of obs ={res}     339
                                                       {txt}F( 32,   113) ={res}    1.82
                                                       {txt}Prob > F      = {res} 0.0114
                                                       {txt}R-squared     = {res} 0.1464
                                                       {txt}Root MSE      = {res} .12503

{txt}{ralign 78:(Std. Err. adjusted for {res:114} clusters in citystabbr)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}incumbentp~t{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
DIFFusmont~h {c |}{col 14}{res}{space 2} .0110698{col 26}{space 2} .0041758{col 37}{space 1}    2.65{col 46}{space 3}0.009{col 54}{space 4} .0027967{col 67}{space 3} .0193428
{txt}unemploymo~s {c |}{col 14}{res}{space 2} .0000559{col 26}{space 2} .0252941{col 37}{space 1}    0.00{col 46}{space 3}0.998{col 54}{space 4}-.0500564{col 67}{space 3} .0501681
{txt}CENSUS2000~c {c |}{col 14}{res}{space 2} .0065276{col 26}{space 2} .0022705{col 37}{space 1}    2.87{col 46}{space 3}0.005{col 54}{space 4} .0020294{col 67}{space 3} .0110259
{txt}logCENSUS2~p {c |}{col 14}{res}{space 2} .0081375{col 26}{space 2} .0100709{col 37}{space 1}    0.81{col 46}{space 3}0.421{col 54}{space 4}-.0118149{col 67}{space 3} .0280898
{txt}CEN~cpercent {c |}{col 14}{res}{space 2} .0876936{col 26}{space 2} .0512775{col 37}{space 1}    1.71{col 46}{space 3}0.090{col 54}{space 4}-.0138963{col 67}{space 3} .1892835
{txt}CEN~kpercent {c |}{col 14}{res}{space 2}-.0079425{col 26}{space 2} .0617567{col 37}{space 1}   -0.13{col 46}{space 3}0.898{col 54}{space 4}-.1302936{col 67}{space 3} .1144086
{txt}CENSUS2000~s {c |}{col 14}{res}{space 2}-.2862878{col 26}{space 2} .1721705{col 37}{space 1}   -1.66{col 46}{space 3}0.099{col 54}{space 4}-.6273885{col 67}{space 3} .0548129
{txt}CENSUS2000~e {c |}{col 14}{res}{space 2}-.0019427{col 26}{space 2} .0014361{col 37}{space 1}   -1.35{col 46}{space 3}0.179{col 54}{space 4}-.0047879{col 67}{space 3} .0009024
{txt}CENSUS1990~c {c |}{col 14}{res}{space 2}-.0055863{col 26}{space 2} .0025316{col 37}{space 1}   -2.21{col 46}{space 3}0.029{col 54}{space 4}-.0106019{col 67}{space 3}-.0005707
{txt}mayorcounc~m {c |}{col 14}{res}{space 2} .0169578{col 26}{space 2} .0191562{col 37}{space 1}    0.89{col 46}{space 3}0.378{col 54}{space 4}-.0209941{col 67}{space 3} .0549097
{txt}{space 3}demvs1988 {c |}{col 14}{res}{space 2}-.0298574{col 26}{space 2}  .091382{col 37}{space 1}   -0.33{col 46}{space 3}0.744{col 54}{space 4}-.2109016{col 67}{space 3} .1511867
{txt}{space 12} {c |}
{space 8}year {c |}
{space 7}1991  {c |}{col 14}{res}{space 2} .0295745{col 26}{space 2} .0585612{col 37}{space 1}    0.51{col 46}{space 3}0.615{col 54}{space 4}-.0864458{col 67}{space 3} .1455949
{txt}{space 7}1992  {c |}{col 14}{res}{space 2} -.022069{col 26}{space 2} .0609492{col 37}{space 1}   -0.36{col 46}{space 3}0.718{col 54}{space 4}-.1428203{col 67}{space 3} .0986824
{txt}{space 7}1993  {c |}{col 14}{res}{space 2}-.0113785{col 26}{space 2} .0549884{col 37}{space 1}   -0.21{col 46}{space 3}0.836{col 54}{space 4}-.1203205{col 67}{space 3} .0975634
{txt}{space 7}1994  {c |}{col 14}{res}{space 2} .0641971{col 26}{space 2} .0502691{col 37}{space 1}    1.28{col 46}{space 3}0.204{col 54}{space 4}-.0353951{col 67}{space 3} .1637893
{txt}{space 7}1995  {c |}{col 14}{res}{space 2} .0142224{col 26}{space 2} .0465483{col 37}{space 1}    0.31{col 46}{space 3}0.761{col 54}{space 4}-.0779982{col 67}{space 3}  .106443
{txt}{space 7}1996  {c |}{col 14}{res}{space 2}-.0264936{col 26}{space 2} .0482085{col 37}{space 1}   -0.55{col 46}{space 3}0.584{col 54}{space 4}-.1220034{col 67}{space 3} .0690162
{txt}{space 7}1997  {c |}{col 14}{res}{space 2}-.0036968{col 26}{space 2} .0487937{col 37}{space 1}   -0.08{col 46}{space 3}0.940{col 54}{space 4}-.1003659{col 67}{space 3} .0929724
{txt}{space 7}1998  {c |}{col 14}{res}{space 2} .0472181{col 26}{space 2} .0609801{col 37}{space 1}    0.77{col 46}{space 3}0.440{col 54}{space 4}-.0735945{col 67}{space 3} .1680308
{txt}{space 7}1999  {c |}{col 14}{res}{space 2} .0619658{col 26}{space 2} .0593895{col 37}{space 1}    1.04{col 46}{space 3}0.299{col 54}{space 4}-.0556955{col 67}{space 3} .1796271
{txt}{space 7}2000  {c |}{col 14}{res}{space 2} .0378722{col 26}{space 2} .0657022{col 37}{space 1}    0.58{col 46}{space 3}0.565{col 54}{space 4}-.0922957{col 67}{space 3} .1680401
{txt}{space 7}2001  {c |}{col 14}{res}{space 2} .0271476{col 26}{space 2} .0513699{col 37}{space 1}    0.53{col 46}{space 3}0.598{col 54}{space 4}-.0746254{col 67}{space 3} .1289206
{txt}{space 7}2002  {c |}{col 14}{res}{space 2} .0625504{col 26}{space 2} .0500678{col 37}{space 1}    1.25{col 46}{space 3}0.214{col 54}{space 4} -.036643{col 67}{space 3} .1617438
{txt}{space 7}2003  {c |}{col 14}{res}{space 2} .0464743{col 26}{space 2} .0470212{col 37}{space 1}    0.99{col 46}{space 3}0.325{col 54}{space 4}-.0466831{col 67}{space 3} .1396318
{txt}{space 7}2004  {c |}{col 14}{res}{space 2}-.0725989{col 26}{space 2} .0582169{col 37}{space 1}   -1.25{col 46}{space 3}0.215{col 54}{space 4}-.1879371{col 67}{space 3} .0427393
{txt}{space 7}2005  {c |}{col 14}{res}{space 2} .0296765{col 26}{space 2} .0529246{col 37}{space 1}    0.56{col 46}{space 3}0.576{col 54}{space 4}-.0751766{col 67}{space 3} .1345296
{txt}{space 7}2006  {c |}{col 14}{res}{space 2} .0283666{col 26}{space 2} .0634635{col 37}{space 1}    0.45{col 46}{space 3}0.656{col 54}{space 4}-.0973661{col 67}{space 3} .1540993
{txt}{space 7}2007  {c |}{col 14}{res}{space 2} .0523491{col 26}{space 2}  .054327{col 37}{space 1}    0.96{col 46}{space 3}0.337{col 54}{space 4}-.0552824{col 67}{space 3} .1599807
{txt}{space 7}2008  {c |}{col 14}{res}{space 2}-.0092258{col 26}{space 2} .0548269{col 37}{space 1}   -0.17{col 46}{space 3}0.867{col 54}{space 4}-.1178478{col 67}{space 3} .0993961
{txt}{space 7}2009  {c |}{col 14}{res}{space 2}-.0038664{col 26}{space 2} .1071212{col 37}{space 1}   -0.04{col 46}{space 3}0.971{col 54}{space 4}-.2160928{col 67}{space 3}   .20836
{txt}{space 7}2010  {c |}{col 14}{res}{space 2} .0896809{col 26}{space 2} .1171767{col 37}{space 1}    0.77{col 46}{space 3}0.446{col 54}{space 4}-.1424674{col 67}{space 3} .3218291
{txt}{space 7}2011  {c |}{col 14}{res}{space 2}-.0585953{col 26}{space 2} .1169784{col 37}{space 1}   -0.50{col 46}{space 3}0.617{col 54}{space 4}-.2903506{col 67}{space 3}   .17316
{txt}{space 12} {c |}
{space 7}_cons {c |}{col 14}{res}{space 2} .4306724{col 26}{space 2}  .188163{col 37}{space 1}    2.29{col 46}{space 3}0.024{col 54}{space 4} .0578875{col 67}{space 3} .8034573
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Linear regression                                      Number of obs ={res}     337
                                                       {txt}F( 32,   113) ={res}    2.08
                                                       {txt}Prob > F      = {res} 0.0026
                                                       {txt}R-squared     = {res} 0.1491
                                                       {txt}Root MSE      = {res} .12531

{txt}{ralign 78:(Std. Err. adjusted for {res:114} clusters in citystabbr)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}incumbentp~t{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
DIFFusmont~h {c |}{col 14}{res}{space 2} .0106263{col 26}{space 2} .0041017{col 37}{space 1}    2.59{col 46}{space 3}0.011{col 54}{space 4} .0025001{col 67}{space 3} .0187526
{txt}unemploymo~s {c |}{col 14}{res}{space 2} .0067954{col 26}{space 2} .0260153{col 37}{space 1}    0.26{col 46}{space 3}0.794{col 54}{space 4}-.0447455{col 67}{space 3} .0583363
{txt}CENSUS2000~c {c |}{col 14}{res}{space 2} .0071188{col 26}{space 2} .0022707{col 37}{space 1}    3.14{col 46}{space 3}0.002{col 54}{space 4} .0026202{col 67}{space 3} .0116173
{txt}logCENSUS2~p {c |}{col 14}{res}{space 2} .0098149{col 26}{space 2} .0100185{col 37}{space 1}    0.98{col 46}{space 3}0.329{col 54}{space 4}-.0100335{col 67}{space 3} .0296634
{txt}CEN~cpercent {c |}{col 14}{res}{space 2} .0847651{col 26}{space 2} .0504582{col 37}{space 1}    1.68{col 46}{space 3}0.096{col 54}{space 4}-.0152017{col 67}{space 3} .1847318
{txt}CEN~kpercent {c |}{col 14}{res}{space 2} .0093858{col 26}{space 2} .0617486{col 37}{space 1}    0.15{col 46}{space 3}0.879{col 54}{space 4}-.1129493{col 67}{space 3} .1317209
{txt}CENSUS2000~s {c |}{col 14}{res}{space 2}-.3389217{col 26}{space 2} .1751493{col 37}{space 1}   -1.94{col 46}{space 3}0.055{col 54}{space 4} -.685924{col 67}{space 3} .0080806
{txt}CENSUS2000~e {c |}{col 14}{res}{space 2}-.0017522{col 26}{space 2} .0014495{col 37}{space 1}   -1.21{col 46}{space 3}0.229{col 54}{space 4}-.0046238{col 67}{space 3} .0011195
{txt}CENSUS1990~c {c |}{col 14}{res}{space 2}-.0058712{col 26}{space 2} .0025427{col 37}{space 1}   -2.31{col 46}{space 3}0.023{col 54}{space 4}-.0109087{col 67}{space 3}-.0008337
{txt}mayorcounc~m {c |}{col 14}{res}{space 2} .0163294{col 26}{space 2} .0191227{col 37}{space 1}    0.85{col 46}{space 3}0.395{col 54}{space 4} -.021556{col 67}{space 3} .0542149
{txt}{space 3}demvs1988 {c |}{col 14}{res}{space 2}-.0456316{col 26}{space 2} .0921417{col 37}{space 1}   -0.50{col 46}{space 3}0.621{col 54}{space 4}-.2281809{col 67}{space 3} .1369178
{txt}{space 12} {c |}
{space 8}year {c |}
{space 7}1991  {c |}{col 14}{res}{space 2} .0190812{col 26}{space 2} .0606693{col 37}{space 1}    0.31{col 46}{space 3}0.754{col 54}{space 4}-.1011156{col 67}{space 3}  .139278
{txt}{space 7}1992  {c |}{col 14}{res}{space 2} -.032421{col 26}{space 2}  .062063{col 37}{space 1}   -0.52{col 46}{space 3}0.602{col 54}{space 4} -.155379{col 67}{space 3} .0905371
{txt}{space 7}1993  {c |}{col 14}{res}{space 2}-.0152474{col 26}{space 2} .0556189{col 37}{space 1}   -0.27{col 46}{space 3}0.784{col 54}{space 4}-.1254384{col 67}{space 3} .0949435
{txt}{space 7}1994  {c |}{col 14}{res}{space 2} .0612846{col 26}{space 2} .0509139{col 37}{space 1}    1.20{col 46}{space 3}0.231{col 54}{space 4} -.039585{col 67}{space 3} .1621542
{txt}{space 7}1995  {c |}{col 14}{res}{space 2} .0154592{col 26}{space 2} .0473696{col 37}{space 1}    0.33{col 46}{space 3}0.745{col 54}{space 4}-.0783885{col 67}{space 3} .1093069
{txt}{space 7}1996  {c |}{col 14}{res}{space 2}-.0246412{col 26}{space 2} .0485826{col 37}{space 1}   -0.51{col 46}{space 3}0.613{col 54}{space 4}-.1208922{col 67}{space 3} .0716098
{txt}{space 7}1997  {c |}{col 14}{res}{space 2} .0073134{col 26}{space 2} .0501066{col 37}{space 1}    0.15{col 46}{space 3}0.884{col 54}{space 4}-.0919568{col 67}{space 3} .1065837
{txt}{space 7}1998  {c |}{col 14}{res}{space 2} .0575405{col 26}{space 2} .0614107{col 37}{space 1}    0.94{col 46}{space 3}0.351{col 54}{space 4}-.0641253{col 67}{space 3} .1792062
{txt}{space 7}1999  {c |}{col 14}{res}{space 2} .0683839{col 26}{space 2} .0600962{col 37}{space 1}    1.14{col 46}{space 3}0.258{col 54}{space 4}-.0506775{col 67}{space 3} .1874454
{txt}{space 7}2000  {c |}{col 14}{res}{space 2} .0521459{col 26}{space 2} .0670007{col 37}{space 1}    0.78{col 46}{space 3}0.438{col 54}{space 4}-.0805946{col 67}{space 3} .1848863
{txt}{space 7}2001  {c |}{col 14}{res}{space 2} .0337793{col 26}{space 2} .0519109{col 37}{space 1}    0.65{col 46}{space 3}0.517{col 54}{space 4}-.0690655{col 67}{space 3} .1366241
{txt}{space 7}2002  {c |}{col 14}{res}{space 2} .0617158{col 26}{space 2} .0508725{col 37}{space 1}    1.21{col 46}{space 3}0.228{col 54}{space 4}-.0390719{col 67}{space 3} .1625035
{txt}{space 7}2003  {c |}{col 14}{res}{space 2} .0480631{col 26}{space 2} .0471705{col 37}{space 1}    1.02{col 46}{space 3}0.310{col 54}{space 4}  -.04539{col 67}{space 3} .1415163
{txt}{space 7}2004  {c |}{col 14}{res}{space 2}-.0691785{col 26}{space 2} .0583828{col 37}{space 1}   -1.18{col 46}{space 3}0.239{col 54}{space 4}-.1848452{col 67}{space 3} .0464883
{txt}{space 7}2005  {c |}{col 14}{res}{space 2}  .038788{col 26}{space 2} .0535227{col 37}{space 1}    0.72{col 46}{space 3}0.470{col 54}{space 4}  -.06725{col 67}{space 3}  .144826
{txt}{space 7}2006  {c |}{col 14}{res}{space 2} .0381775{col 26}{space 2}  .064296{col 37}{space 1}    0.59{col 46}{space 3}0.554{col 54}{space 4}-.0892044{col 67}{space 3} .1655594
{txt}{space 7}2007  {c |}{col 14}{res}{space 2} .0620432{col 26}{space 2} .0556149{col 37}{space 1}    1.12{col 46}{space 3}0.267{col 54}{space 4}-.0481399{col 67}{space 3} .1722263
{txt}{space 7}2008  {c |}{col 14}{res}{space 2}-.0257637{col 26}{space 2} .0550053{col 37}{space 1}   -0.47{col 46}{space 3}0.640{col 54}{space 4}-.1347392{col 67}{space 3} .0832117
{txt}{space 7}2009  {c |}{col 14}{res}{space 2}-.0249618{col 26}{space 2} .1098514{col 37}{space 1}   -0.23{col 46}{space 3}0.821{col 54}{space 4}-.2425973{col 67}{space 3} .1926737
{txt}{space 7}2010  {c |}{col 14}{res}{space 2} .0590997{col 26}{space 2} .1194464{col 37}{space 1}    0.49{col 46}{space 3}0.622{col 54}{space 4}-.1775451{col 67}{space 3} .2957445
{txt}{space 7}2011  {c |}{col 14}{res}{space 2}-.0707965{col 26}{space 2} .1190343{col 37}{space 1}   -0.59{col 46}{space 3}0.553{col 54}{space 4}-.3066249{col 67}{space 3} .1650319
{txt}{space 12} {c |}
{space 7}_cons {c |}{col 14}{res}{space 2} .3634948{col 26}{space 2} .1929751{col 37}{space 1}    1.88{col 46}{space 3}0.062{col 54}{space 4}-.0188238{col 67}{space 3} .7458134
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Linear regression                                      Number of obs ={res}     336
                                                       {txt}F( 32,   113) ={res}    2.05
                                                       {txt}Prob > F      = {res} 0.0030
                                                       {txt}R-squared     = {res} 0.1538
                                                       {txt}Root MSE      = {res}  .1248

{txt}{ralign 78:(Std. Err. adjusted for {res:114} clusters in citystabbr)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}incumbentp~t{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
DIFFusmont~h {c |}{col 14}{res}{space 2}  .011066{col 26}{space 2} .0041033{col 37}{space 1}    2.70{col 46}{space 3}0.008{col 54}{space 4} .0029366{col 67}{space 3} .0191955
{txt}unemploymo~s {c |}{col 14}{res}{space 2} .0093338{col 26}{space 2} .0258427{col 37}{space 1}    0.36{col 46}{space 3}0.719{col 54}{space 4}-.0418654{col 67}{space 3} .0605329
{txt}CENSUS2000~c {c |}{col 14}{res}{space 2} .0067272{col 26}{space 2}  .002305{col 37}{space 1}    2.92{col 46}{space 3}0.004{col 54}{space 4} .0021606{col 67}{space 3} .0112938
{txt}logCENSUS2~p {c |}{col 14}{res}{space 2} .0079805{col 26}{space 2} .0100826{col 37}{space 1}    0.79{col 46}{space 3}0.430{col 54}{space 4}-.0119949{col 67}{space 3}  .027956
{txt}CEN~cpercent {c |}{col 14}{res}{space 2} .0885154{col 26}{space 2} .0513084{col 37}{space 1}    1.73{col 46}{space 3}0.087{col 54}{space 4}-.0131358{col 67}{space 3} .1901666
{txt}CEN~kpercent {c |}{col 14}{res}{space 2}-.0018571{col 26}{space 2} .0678632{col 37}{space 1}   -0.03{col 46}{space 3}0.978{col 54}{space 4}-.1363064{col 67}{space 3} .1325922
{txt}CENSUS2000~s {c |}{col 14}{res}{space 2}-.3021539{col 26}{space 2} .1752066{col 37}{space 1}   -1.72{col 46}{space 3}0.087{col 54}{space 4}-.6492697{col 67}{space 3}  .044962
{txt}CENSUS2000~e {c |}{col 14}{res}{space 2}-.0018045{col 26}{space 2} .0014367{col 37}{space 1}   -1.26{col 46}{space 3}0.212{col 54}{space 4}-.0046509{col 67}{space 3} .0010419
{txt}CENSUS1990~c {c |}{col 14}{res}{space 2}-.0056582{col 26}{space 2} .0025467{col 37}{space 1}   -2.22{col 46}{space 3}0.028{col 54}{space 4}-.0107037{col 67}{space 3}-.0006127
{txt}mayorcounc~m {c |}{col 14}{res}{space 2} .0182854{col 26}{space 2} .0189632{col 37}{space 1}    0.96{col 46}{space 3}0.337{col 54}{space 4} -.019284{col 67}{space 3} .0558549
{txt}{space 3}demvs1988 {c |}{col 14}{res}{space 2}-.0278067{col 26}{space 2} .0916439{col 37}{space 1}   -0.30{col 46}{space 3}0.762{col 54}{space 4}-.2093698{col 67}{space 3} .1537564
{txt}{space 12} {c |}
{space 8}year {c |}
{space 7}1991  {c |}{col 14}{res}{space 2} .0273633{col 26}{space 2}   .06013{col 37}{space 1}    0.46{col 46}{space 3}0.650{col 54}{space 4}-.0917651{col 67}{space 3} .1464917
{txt}{space 7}1992  {c |}{col 14}{res}{space 2}-.0370919{col 26}{space 2} .0617232{col 37}{space 1}   -0.60{col 46}{space 3}0.549{col 54}{space 4}-.1593766{col 67}{space 3} .0851928
{txt}{space 7}1993  {c |}{col 14}{res}{space 2}  -.01873{col 26}{space 2} .0555819{col 37}{space 1}   -0.34{col 46}{space 3}0.737{col 54}{space 4}-.1288478{col 67}{space 3} .0913877
{txt}{space 7}1994  {c |}{col 14}{res}{space 2} .0614005{col 26}{space 2} .0508687{col 37}{space 1}    1.21{col 46}{space 3}0.230{col 54}{space 4}-.0393796{col 67}{space 3} .1621805
{txt}{space 7}1995  {c |}{col 14}{res}{space 2} .0110133{col 26}{space 2} .0476628{col 37}{space 1}    0.23{col 46}{space 3}0.818{col 54}{space 4}-.0834153{col 67}{space 3} .1054419
{txt}{space 7}1996  {c |}{col 14}{res}{space 2}-.0233602{col 26}{space 2} .0488399{col 37}{space 1}   -0.48{col 46}{space 3}0.633{col 54}{space 4}-.1201209{col 67}{space 3} .0734005
{txt}{space 7}1997  {c |}{col 14}{res}{space 2} .0086396{col 26}{space 2} .0504849{col 37}{space 1}    0.17{col 46}{space 3}0.864{col 54}{space 4}-.0913801{col 67}{space 3} .1086593
{txt}{space 7}1998  {c |}{col 14}{res}{space 2} .0603779{col 26}{space 2} .0615332{col 37}{space 1}    0.98{col 46}{space 3}0.329{col 54}{space 4}-.0615304{col 67}{space 3} .1822863
{txt}{space 7}1999  {c |}{col 14}{res}{space 2} .0784443{col 26}{space 2} .0609307{col 37}{space 1}    1.29{col 46}{space 3}0.201{col 54}{space 4}-.0422705{col 67}{space 3}  .199159
{txt}{space 7}2000  {c |}{col 14}{res}{space 2} .0556382{col 26}{space 2} .0667253{col 37}{space 1}    0.83{col 46}{space 3}0.406{col 54}{space 4}-.0765567{col 67}{space 3} .1878331
{txt}{space 7}2001  {c |}{col 14}{res}{space 2}  .034255{col 26}{space 2} .0520567{col 37}{space 1}    0.66{col 46}{space 3}0.512{col 54}{space 4}-.0688787{col 67}{space 3} .1373886
{txt}{space 7}2002  {c |}{col 14}{res}{space 2} .0624403{col 26}{space 2} .0509592{col 37}{space 1}    1.23{col 46}{space 3}0.223{col 54}{space 4}-.0385192{col 67}{space 3} .1633997
{txt}{space 7}2003  {c |}{col 14}{res}{space 2} .0391595{col 26}{space 2} .0477871{col 37}{space 1}    0.82{col 46}{space 3}0.414{col 54}{space 4}-.0555154{col 67}{space 3} .1338344
{txt}{space 7}2004  {c |}{col 14}{res}{space 2}-.0692049{col 26}{space 2}  .058554{col 37}{space 1}   -1.18{col 46}{space 3}0.240{col 54}{space 4}-.1852109{col 67}{space 3}  .046801
{txt}{space 7}2005  {c |}{col 14}{res}{space 2} .0388936{col 26}{space 2} .0537479{col 37}{space 1}    0.72{col 46}{space 3}0.471{col 54}{space 4}-.0675908{col 67}{space 3}  .145378
{txt}{space 7}2006  {c |}{col 14}{res}{space 2} .0410346{col 26}{space 2} .0644531{col 37}{space 1}    0.64{col 46}{space 3}0.526{col 54}{space 4}-.0866586{col 67}{space 3} .1687278
{txt}{space 7}2007  {c |}{col 14}{res}{space 2} .0743731{col 26}{space 2}  .054839{col 37}{space 1}    1.36{col 46}{space 3}0.178{col 54}{space 4}-.0342729{col 67}{space 3}  .183019
{txt}{space 7}2008  {c |}{col 14}{res}{space 2}-.0272051{col 26}{space 2} .0552712{col 37}{space 1}   -0.49{col 46}{space 3}0.624{col 54}{space 4}-.1367072{col 67}{space 3}  .082297
{txt}{space 7}2009  {c |}{col 14}{res}{space 2}-.0366977{col 26}{space 2} .1093123{col 37}{space 1}   -0.34{col 46}{space 3}0.738{col 54}{space 4}-.2532651{col 67}{space 3} .1798698
{txt}{space 7}2010  {c |}{col 14}{res}{space 2} .0495918{col 26}{space 2}  .119288{col 37}{space 1}    0.42{col 46}{space 3}0.678{col 54}{space 4}-.1867392{col 67}{space 3} .2859228
{txt}{space 7}2011  {c |}{col 14}{res}{space 2}-.0819383{col 26}{space 2}  .118982{col 37}{space 1}   -0.69{col 46}{space 3}0.492{col 54}{space 4} -.317663{col 67}{space 3} .1537865
{txt}{space 12} {c |}
{space 7}_cons {c |}{col 14}{res}{space 2} .3695505{col 26}{space 2}  .191873{col 37}{space 1}    1.93{col 46}{space 3}0.057{col 54}{space 4}-.0105846{col 67}{space 3} .7496855
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Linear regression                                      Number of obs ={res}     340
                                                       {txt}F( 32,   113) ={res}    2.02
                                                       {txt}Prob > F      = {res} 0.0036
                                                       {txt}R-squared     = {res} 0.1497
                                                       {txt}Root MSE      = {res} .12521

{txt}{ralign 78:(Std. Err. adjusted for {res:114} clusters in citystabbr)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}incumbentp~t{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
DIFFusmont~h {c |}{col 14}{res}{space 2} .0109956{col 26}{space 2} .0040846{col 37}{space 1}    2.69{col 46}{space 3}0.008{col 54}{space 4} .0029033{col 67}{space 3} .0190879
{txt}unemploymo~s {c |}{col 14}{res}{space 2} .0081878{col 26}{space 2} .0258182{col 37}{space 1}    0.32{col 46}{space 3}0.752{col 54}{space 4}-.0429628{col 67}{space 3} .0593384
{txt}CENSUS2000~c {c |}{col 14}{res}{space 2} .0067073{col 26}{space 2} .0023184{col 37}{space 1}    2.89{col 46}{space 3}0.005{col 54}{space 4} .0021142{col 67}{space 3} .0113003
{txt}logCENSUS2~p {c |}{col 14}{res}{space 2} .0076607{col 26}{space 2} .0100142{col 37}{space 1}    0.76{col 46}{space 3}0.446{col 54}{space 4}-.0121792{col 67}{space 3} .0275006
{txt}CEN~cpercent {c |}{col 14}{res}{space 2} .0884034{col 26}{space 2} .0512854{col 37}{space 1}    1.72{col 46}{space 3}0.087{col 54}{space 4}-.0132022{col 67}{space 3} .1900091
{txt}CEN~kpercent {c |}{col 14}{res}{space 2}  .001903{col 26}{space 2} .0623983{col 37}{space 1}    0.03{col 46}{space 3}0.976{col 54}{space 4}-.1217192{col 67}{space 3} .1255252
{txt}CENSUS2000~s {c |}{col 14}{res}{space 2}-.2975649{col 26}{space 2} .1742597{col 37}{space 1}   -1.71{col 46}{space 3}0.090{col 54}{space 4}-.6428048{col 67}{space 3}  .047675
{txt}CENSUS2000~e {c |}{col 14}{res}{space 2}-.0017654{col 26}{space 2} .0014583{col 37}{space 1}   -1.21{col 46}{space 3}0.229{col 54}{space 4}-.0046546{col 67}{space 3} .0011238
{txt}CENSUS1990~c {c |}{col 14}{res}{space 2}  -.00559{col 26}{space 2} .0025505{col 37}{space 1}   -2.19{col 46}{space 3}0.030{col 54}{space 4} -.010643{col 67}{space 3} -.000537
{txt}mayorcounc~m {c |}{col 14}{res}{space 2} .0184554{col 26}{space 2} .0189861{col 37}{space 1}    0.97{col 46}{space 3}0.333{col 54}{space 4}-.0191595{col 67}{space 3} .0560704
{txt}{space 3}demvs1988 {c |}{col 14}{res}{space 2}-.0292092{col 26}{space 2}  .091523{col 37}{space 1}   -0.32{col 46}{space 3}0.750{col 54}{space 4}-.2105327{col 67}{space 3} .1521142
{txt}{space 12} {c |}
{space 8}year {c |}
{space 7}1991  {c |}{col 14}{res}{space 2} .0221426{col 26}{space 2} .0593201{col 37}{space 1}    0.37{col 46}{space 3}0.710{col 54}{space 4}-.0953811{col 67}{space 3} .1396664
{txt}{space 7}1992  {c |}{col 14}{res}{space 2} -.035139{col 26}{space 2} .0616932{col 37}{space 1}   -0.57{col 46}{space 3}0.570{col 54}{space 4}-.1573644{col 67}{space 3} .0870864
{txt}{space 7}1993  {c |}{col 14}{res}{space 2}-.0170895{col 26}{space 2} .0554806{col 37}{space 1}   -0.31{col 46}{space 3}0.759{col 54}{space 4}-.1270065{col 67}{space 3} .0928275
{txt}{space 7}1994  {c |}{col 14}{res}{space 2} .0613373{col 26}{space 2} .0508082{col 37}{space 1}    1.21{col 46}{space 3}0.230{col 54}{space 4}-.0393229{col 67}{space 3} .1619975
{txt}{space 7}1995  {c |}{col 14}{res}{space 2} .0178686{col 26}{space 2}  .047188{col 37}{space 1}    0.38{col 46}{space 3}0.706{col 54}{space 4}-.0756193{col 67}{space 3} .1113566
{txt}{space 7}1996  {c |}{col 14}{res}{space 2}-.0235944{col 26}{space 2}  .048653{col 37}{space 1}   -0.48{col 46}{space 3}0.629{col 54}{space 4}-.1199848{col 67}{space 3} .0727961
{txt}{space 7}1997  {c |}{col 14}{res}{space 2} .0077594{col 26}{space 2} .0501922{col 37}{space 1}    0.15{col 46}{space 3}0.877{col 54}{space 4}-.0916804{col 67}{space 3} .1071993
{txt}{space 7}1998  {c |}{col 14}{res}{space 2} .0591725{col 26}{space 2}  .061422{col 37}{space 1}    0.96{col 46}{space 3}0.337{col 54}{space 4}-.0625156{col 67}{space 3} .1808605
{txt}{space 7}1999  {c |}{col 14}{res}{space 2} .0776433{col 26}{space 2} .0602324{col 37}{space 1}    1.29{col 46}{space 3}0.200{col 54}{space 4} -.041688{col 67}{space 3} .1969745
{txt}{space 7}2000  {c |}{col 14}{res}{space 2} .0535609{col 26}{space 2} .0666069{col 37}{space 1}    0.80{col 46}{space 3}0.423{col 54}{space 4}-.0783995{col 67}{space 3} .1855212
{txt}{space 7}2001  {c |}{col 14}{res}{space 2}  .033757{col 26}{space 2} .0519379{col 37}{space 1}    0.65{col 46}{space 3}0.517{col 54}{space 4}-.0691414{col 67}{space 3} .1366554
{txt}{space 7}2002  {c |}{col 14}{res}{space 2} .0624849{col 26}{space 2} .0508634{col 37}{space 1}    1.23{col 46}{space 3}0.222{col 54}{space 4}-.0382846{col 67}{space 3} .1632545
{txt}{space 7}2003  {c |}{col 14}{res}{space 2} .0481655{col 26}{space 2} .0474579{col 37}{space 1}    1.01{col 46}{space 3}0.312{col 54}{space 4}-.0458572{col 67}{space 3} .1421881
{txt}{space 7}2004  {c |}{col 14}{res}{space 2}-.0741483{col 26}{space 2} .0603472{col 37}{space 1}   -1.23{col 46}{space 3}0.222{col 54}{space 4}-.1937071{col 67}{space 3} .0454104
{txt}{space 7}2005  {c |}{col 14}{res}{space 2} .0386186{col 26}{space 2} .0535706{col 37}{space 1}    0.72{col 46}{space 3}0.472{col 54}{space 4}-.0675144{col 67}{space 3} .1447516
{txt}{space 7}2006  {c |}{col 14}{res}{space 2} .0397967{col 26}{space 2} .0643178{col 37}{space 1}    0.62{col 46}{space 3}0.537{col 54}{space 4}-.0876284{col 67}{space 3} .1672218
{txt}{space 7}2007  {c |}{col 14}{res}{space 2} .0646224{col 26}{space 2} .0552685{col 37}{space 1}    1.17{col 46}{space 3}0.245{col 54}{space 4}-.0448744{col 67}{space 3} .1741192
{txt}{space 7}2008  {c |}{col 14}{res}{space 2}-.0263652{col 26}{space 2} .0552093{col 37}{space 1}   -0.48{col 46}{space 3}0.634{col 54}{space 4}-.1357448{col 67}{space 3} .0830145
{txt}{space 7}2009  {c |}{col 14}{res}{space 2} -.031665{col 26}{space 2} .1093095{col 37}{space 1}   -0.29{col 46}{space 3}0.773{col 54}{space 4}-.2482268{col 67}{space 3} .1848968
{txt}{space 7}2010  {c |}{col 14}{res}{space 2}  .054396{col 26}{space 2} .1191686{col 37}{space 1}    0.46{col 46}{space 3}0.649{col 54}{space 4}-.1816984{col 67}{space 3} .2904904
{txt}{space 7}2011  {c |}{col 14}{res}{space 2} -.077459{col 26}{space 2} .1191708{col 37}{space 1}   -0.65{col 46}{space 3}0.517{col 54}{space 4}-.3135579{col 67}{space 3} .1586398
{txt}{space 12} {c |}
{space 7}_cons {c |}{col 14}{res}{space 2}  .377327{col 26}{space 2} .1906065{col 37}{space 1}    1.98{col 46}{space 3}0.050{col 54}{space 4}-.0002988{col 67}{space 3} .7549528
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Linear regression                                      Number of obs ={res}     338
                                                       {txt}F( 32,   113) ={res}    1.95
                                                       {txt}Prob > F      = {res} 0.0057
                                                       {txt}R-squared     = {res} 0.1482
                                                       {txt}Root MSE      = {res} .12541

{txt}{ralign 78:(Std. Err. adjusted for {res:114} clusters in citystabbr)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}incumbentp~t{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
DIFFusmont~h {c |}{col 14}{res}{space 2} .0105367{col 26}{space 2}  .004186{col 37}{space 1}    2.52{col 46}{space 3}0.013{col 54}{space 4} .0022436{col 67}{space 3} .0188298
{txt}unemploymo~s {c |}{col 14}{res}{space 2} .0079599{col 26}{space 2} .0260303{col 37}{space 1}    0.31{col 46}{space 3}0.760{col 54}{space 4}-.0436107{col 67}{space 3} .0595306
{txt}CENSUS2000~c {c |}{col 14}{res}{space 2} .0068305{col 26}{space 2} .0023153{col 37}{space 1}    2.95{col 46}{space 3}0.004{col 54}{space 4} .0022434{col 67}{space 3} .0114176
{txt}logCENSUS2~p {c |}{col 14}{res}{space 2} .0081253{col 26}{space 2} .0100264{col 37}{space 1}    0.81{col 46}{space 3}0.419{col 54}{space 4}-.0117388{col 67}{space 3} .0279893
{txt}CEN~cpercent {c |}{col 14}{res}{space 2} .0733082{col 26}{space 2} .0539091{col 37}{space 1}    1.36{col 46}{space 3}0.177{col 54}{space 4}-.0334955{col 67}{space 3} .1801119
{txt}CEN~kpercent {c |}{col 14}{res}{space 2}-.0062118{col 26}{space 2} .0622307{col 37}{space 1}   -0.10{col 46}{space 3}0.921{col 54}{space 4} -.129502{col 67}{space 3} .1170784
{txt}CENSUS2000~s {c |}{col 14}{res}{space 2}-.3218435{col 26}{space 2}  .184056{col 37}{space 1}   -1.75{col 46}{space 3}0.083{col 54}{space 4}-.6864917{col 67}{space 3} .0428047
{txt}CENSUS2000~e {c |}{col 14}{res}{space 2}-.0019684{col 26}{space 2} .0014401{col 37}{space 1}   -1.37{col 46}{space 3}0.174{col 54}{space 4}-.0048215{col 67}{space 3} .0008847
{txt}CENSUS1990~c {c |}{col 14}{res}{space 2}-.0053494{col 26}{space 2} .0025501{col 37}{space 1}   -2.10{col 46}{space 3}0.038{col 54}{space 4}-.0104017{col 67}{space 3}-.0002972
{txt}mayorcounc~m {c |}{col 14}{res}{space 2} .0208501{col 26}{space 2}  .019328{col 37}{space 1}    1.08{col 46}{space 3}0.283{col 54}{space 4}-.0174422{col 67}{space 3} .0591424
{txt}{space 3}demvs1988 {c |}{col 14}{res}{space 2}-.0259556{col 26}{space 2} .0927628{col 37}{space 1}   -0.28{col 46}{space 3}0.780{col 54}{space 4}-.2097355{col 67}{space 3} .1578242
{txt}{space 12} {c |}
{space 8}year {c |}
{space 7}1991  {c |}{col 14}{res}{space 2} .0212002{col 26}{space 2} .0595777{col 37}{space 1}    0.36{col 46}{space 3}0.723{col 54}{space 4} -.096834{col 67}{space 3} .1392344
{txt}{space 7}1992  {c |}{col 14}{res}{space 2}-.0356932{col 26}{space 2} .0622712{col 37}{space 1}   -0.57{col 46}{space 3}0.568{col 54}{space 4}-.1590637{col 67}{space 3} .0876773
{txt}{space 7}1993  {c |}{col 14}{res}{space 2}-.0214197{col 26}{space 2} .0565853{col 37}{space 1}   -0.38{col 46}{space 3}0.706{col 54}{space 4}-.1335255{col 67}{space 3}  .090686
{txt}{space 7}1994  {c |}{col 14}{res}{space 2} .0603223{col 26}{space 2} .0510572{col 37}{space 1}    1.18{col 46}{space 3}0.240{col 54}{space 4}-.0408312{col 67}{space 3} .1614758
{txt}{space 7}1995  {c |}{col 14}{res}{space 2} .0173443{col 26}{space 2} .0470654{col 37}{space 1}    0.37{col 46}{space 3}0.713{col 54}{space 4}-.0759008{col 67}{space 3} .1105894
{txt}{space 7}1996  {c |}{col 14}{res}{space 2}-.0256095{col 26}{space 2} .0487636{col 37}{space 1}   -0.53{col 46}{space 3}0.600{col 54}{space 4} -.122219{col 67}{space 3} .0709999
{txt}{space 7}1997  {c |}{col 14}{res}{space 2} .0090081{col 26}{space 2} .0501872{col 37}{space 1}    0.18{col 46}{space 3}0.858{col 54}{space 4}-.0904218{col 67}{space 3} .1084379
{txt}{space 7}1998  {c |}{col 14}{res}{space 2} .0591099{col 26}{space 2} .0615207{col 37}{space 1}    0.96{col 46}{space 3}0.339{col 54}{space 4}-.0627736{col 67}{space 3} .1809934
{txt}{space 7}1999  {c |}{col 14}{res}{space 2} .0765501{col 26}{space 2} .0603258{col 37}{space 1}    1.27{col 46}{space 3}0.207{col 54}{space 4}-.0429662{col 67}{space 3} .1960664
{txt}{space 7}2000  {c |}{col 14}{res}{space 2}  .052238{col 26}{space 2} .0668959{col 37}{space 1}    0.78{col 46}{space 3}0.437{col 54}{space 4}-.0802948{col 67}{space 3} .1847708
{txt}{space 7}2001  {c |}{col 14}{res}{space 2}  .033217{col 26}{space 2}  .051943{col 37}{space 1}    0.64{col 46}{space 3}0.524{col 54}{space 4}-.0696915{col 67}{space 3} .1361255
{txt}{space 7}2002  {c |}{col 14}{res}{space 2} .0615776{col 26}{space 2} .0509589{col 37}{space 1}    1.21{col 46}{space 3}0.229{col 54}{space 4}-.0393811{col 67}{space 3} .1625364
{txt}{space 7}2003  {c |}{col 14}{res}{space 2} .0472558{col 26}{space 2} .0474872{col 37}{space 1}    1.00{col 46}{space 3}0.322{col 54}{space 4}-.0468249{col 67}{space 3} .1413365
{txt}{space 7}2004  {c |}{col 14}{res}{space 2}-.0705396{col 26}{space 2} .0584378{col 37}{space 1}   -1.21{col 46}{space 3}0.230{col 54}{space 4}-.1863153{col 67}{space 3} .0452362
{txt}{space 7}2005  {c |}{col 14}{res}{space 2} .0313447{col 26}{space 2} .0542302{col 37}{space 1}    0.58{col 46}{space 3}0.564{col 54}{space 4} -.076095{col 67}{space 3} .1387844
{txt}{space 7}2006  {c |}{col 14}{res}{space 2} .0383689{col 26}{space 2} .0643671{col 37}{space 1}    0.60{col 46}{space 3}0.552{col 54}{space 4} -.089154{col 67}{space 3} .1658917
{txt}{space 7}2007  {c |}{col 14}{res}{space 2}  .062386{col 26}{space 2} .0552277{col 37}{space 1}    1.13{col 46}{space 3}0.261{col 54}{space 4}-.0470301{col 67}{space 3}  .171802
{txt}{space 7}2008  {c |}{col 14}{res}{space 2}-.0278803{col 26}{space 2} .0552527{col 37}{space 1}   -0.50{col 46}{space 3}0.615{col 54}{space 4}-.1373459{col 67}{space 3} .0815852
{txt}{space 7}2009  {c |}{col 14}{res}{space 2}-.0337523{col 26}{space 2} .1103492{col 37}{space 1}   -0.31{col 46}{space 3}0.760{col 54}{space 4} -.252374{col 67}{space 3} .1848694
{txt}{space 7}2010  {c |}{col 14}{res}{space 2} .0538944{col 26}{space 2} .1198089{col 37}{space 1}    0.45{col 46}{space 3}0.654{col 54}{space 4}-.1834686{col 67}{space 3} .2912574
{txt}{space 7}2011  {c |}{col 14}{res}{space 2}-.0802676{col 26}{space 2} .1197431{col 37}{space 1}   -0.67{col 46}{space 3}0.504{col 54}{space 4}-.3175004{col 67}{space 3} .1569651
{txt}{space 12} {c |}
{space 7}_cons {c |}{col 14}{res}{space 2} .3701912{col 26}{space 2} .1939705{col 37}{space 1}    1.91{col 46}{space 3}0.059{col 54}{space 4}-.0140994{col 67}{space 3} .7544818
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Linear regression                                      Number of obs ={res}     335
                                                       {txt}F( 32,   113) ={res}    2.24
                                                       {txt}Prob > F      = {res} 0.0010
                                                       {txt}R-squared     = {res} 0.1501
                                                       {txt}Root MSE      = {res} .12554

{txt}{ralign 78:(Std. Err. adjusted for {res:114} clusters in citystabbr)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}incumbentp~t{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
DIFFusmont~h {c |}{col 14}{res}{space 2} .0101361{col 26}{space 2} .0041659{col 37}{space 1}    2.43{col 46}{space 3}0.017{col 54}{space 4} .0018827{col 67}{space 3} .0183894
{txt}unemploymo~s {c |}{col 14}{res}{space 2}  .002205{col 26}{space 2} .0263672{col 37}{space 1}    0.08{col 46}{space 3}0.933{col 54}{space 4}-.0500331{col 67}{space 3} .0544432
{txt}CENSUS2000~c {c |}{col 14}{res}{space 2} .0067561{col 26}{space 2} .0023222{col 37}{space 1}    2.91{col 46}{space 3}0.004{col 54}{space 4} .0021554{col 67}{space 3} .0113569
{txt}logCENSUS2~p {c |}{col 14}{res}{space 2} .0073638{col 26}{space 2} .0101765{col 37}{space 1}    0.72{col 46}{space 3}0.471{col 54}{space 4}-.0127976{col 67}{space 3} .0275252
{txt}CEN~cpercent {c |}{col 14}{res}{space 2} .0850838{col 26}{space 2} .0516171{col 37}{space 1}    1.65{col 46}{space 3}0.102{col 54}{space 4} -.017179{col 67}{space 3} .1873467
{txt}CEN~kpercent {c |}{col 14}{res}{space 2}-.0041235{col 26}{space 2} .0618447{col 37}{space 1}   -0.07{col 46}{space 3}0.947{col 54}{space 4} -.126649{col 67}{space 3} .1184019
{txt}CENSUS2000~s {c |}{col 14}{res}{space 2}-.2854943{col 26}{space 2} .1762643{col 37}{space 1}   -1.62{col 46}{space 3}0.108{col 54}{space 4}-.6347056{col 67}{space 3}  .063717
{txt}CENSUS2000~e {c |}{col 14}{res}{space 2}-.0018654{col 26}{space 2} .0014382{col 37}{space 1}   -1.30{col 46}{space 3}0.197{col 54}{space 4}-.0047147{col 67}{space 3} .0009838
{txt}CENSUS1990~c {c |}{col 14}{res}{space 2}-.0055207{col 26}{space 2} .0025564{col 37}{space 1}   -2.16{col 46}{space 3}0.033{col 54}{space 4}-.0105853{col 67}{space 3} -.000456
{txt}mayorcounc~m {c |}{col 14}{res}{space 2} .0187644{col 26}{space 2} .0190362{col 37}{space 1}    0.99{col 46}{space 3}0.326{col 54}{space 4}-.0189498{col 67}{space 3} .0564786
{txt}{space 3}demvs1988 {c |}{col 14}{res}{space 2}-.0337339{col 26}{space 2} .0917079{col 37}{space 1}   -0.37{col 46}{space 3}0.714{col 54}{space 4}-.2154237{col 67}{space 3}  .147956
{txt}{space 12} {c |}
{space 8}year {c |}
{space 7}1991  {c |}{col 14}{res}{space 2} .0286708{col 26}{space 2} .0597209{col 37}{space 1}    0.48{col 46}{space 3}0.632{col 54}{space 4} -.089647{col 67}{space 3} .1469887
{txt}{space 7}1992  {c |}{col 14}{res}{space 2}-.0321276{col 26}{space 2} .0631134{col 37}{space 1}   -0.51{col 46}{space 3}0.612{col 54}{space 4}-.1571666{col 67}{space 3} .0929113
{txt}{space 7}1993  {c |}{col 14}{res}{space 2}-.0111255{col 26}{space 2} .0559834{col 37}{space 1}   -0.20{col 46}{space 3}0.843{col 54}{space 4}-.1220387{col 67}{space 3} .0997877
{txt}{space 7}1994  {c |}{col 14}{res}{space 2} .0613278{col 26}{space 2}  .050997{col 37}{space 1}    1.20{col 46}{space 3}0.232{col 54}{space 4}-.0397064{col 67}{space 3} .1623621
{txt}{space 7}1995  {c |}{col 14}{res}{space 2} .0167615{col 26}{space 2} .0468795{col 37}{space 1}    0.36{col 46}{space 3}0.721{col 54}{space 4}-.0761154{col 67}{space 3} .1096383
{txt}{space 7}1996  {c |}{col 14}{res}{space 2}-.0285233{col 26}{space 2} .0502598{col 37}{space 1}   -0.57{col 46}{space 3}0.571{col 54}{space 4}-.1280969{col 67}{space 3} .0710504
{txt}{space 7}1997  {c |}{col 14}{res}{space 2} .0011064{col 26}{space 2} .0499406{col 37}{space 1}    0.02{col 46}{space 3}0.982{col 54}{space 4}-.0978349{col 67}{space 3} .1000477
{txt}{space 7}1998  {c |}{col 14}{res}{space 2} .0516058{col 26}{space 2}  .061501{col 37}{space 1}    0.84{col 46}{space 3}0.403{col 54}{space 4}-.0702388{col 67}{space 3} .1734504
{txt}{space 7}1999  {c |}{col 14}{res}{space 2} .0708886{col 26}{space 2} .0612907{col 37}{space 1}    1.16{col 46}{space 3}0.250{col 54}{space 4}-.0505393{col 67}{space 3} .1923165
{txt}{space 7}2000  {c |}{col 14}{res}{space 2} .0494467{col 26}{space 2} .0692516{col 37}{space 1}    0.71{col 46}{space 3}0.477{col 54}{space 4}-.0877532{col 67}{space 3} .1866466
{txt}{space 7}2001  {c |}{col 14}{res}{space 2} .0297266{col 26}{space 2} .0517043{col 37}{space 1}    0.57{col 46}{space 3}0.566{col 54}{space 4} -.072709{col 67}{space 3} .1321621
{txt}{space 7}2002  {c |}{col 14}{res}{space 2} .0615054{col 26}{space 2} .0506063{col 37}{space 1}    1.22{col 46}{space 3}0.227{col 54}{space 4}-.0387547{col 67}{space 3} .1617656
{txt}{space 7}2003  {c |}{col 14}{res}{space 2}  .048256{col 26}{space 2} .0474139{col 37}{space 1}    1.02{col 46}{space 3}0.311{col 54}{space 4}-.0456794{col 67}{space 3} .1421915
{txt}{space 7}2004  {c |}{col 14}{res}{space 2}-.0699108{col 26}{space 2}  .060521{col 37}{space 1}   -1.16{col 46}{space 3}0.250{col 54}{space 4}-.1898139{col 67}{space 3} .0499922
{txt}{space 7}2005  {c |}{col 14}{res}{space 2} .0335576{col 26}{space 2} .0534149{col 37}{space 1}    0.63{col 46}{space 3}0.531{col 54}{space 4} -.072267{col 67}{space 3} .1393821
{txt}{space 7}2006  {c |}{col 14}{res}{space 2} .0312362{col 26}{space 2} .0640925{col 37}{space 1}    0.49{col 46}{space 3}0.627{col 54}{space 4}-.0957426{col 67}{space 3} .1582149
{txt}{space 7}2007  {c |}{col 14}{res}{space 2} .0569624{col 26}{space 2} .0550523{col 37}{space 1}    1.03{col 46}{space 3}0.303{col 54}{space 4}-.0521061{col 67}{space 3} .1660309
{txt}{space 7}2008  {c |}{col 14}{res}{space 2}-.0430991{col 26}{space 2} .0541474{col 37}{space 1}   -0.80{col 46}{space 3}0.428{col 54}{space 4}-.1503748{col 67}{space 3} .0641766
{txt}{space 7}2009  {c |}{col 14}{res}{space 2}-.0101934{col 26}{space 2} .1118649{col 37}{space 1}   -0.09{col 46}{space 3}0.928{col 54}{space 4} -.231818{col 67}{space 3} .2114312
{txt}{space 7}2010  {c |}{col 14}{res}{space 2} .0765562{col 26}{space 2} .1209934{col 37}{space 1}    0.63{col 46}{space 3}0.528{col 54}{space 4}-.1631535{col 67}{space 3} .3162659
{txt}{space 7}2011  {c |}{col 14}{res}{space 2}-.0612295{col 26}{space 2} .1200476{col 37}{space 1}   -0.51{col 46}{space 3}0.611{col 54}{space 4}-.2990655{col 67}{space 3} .1766064
{txt}{space 12} {c |}
{space 7}_cons {c |}{col 14}{res}{space 2} .4149739{col 26}{space 2} .1939536{col 37}{space 1}    2.14{col 46}{space 3}0.035{col 54}{space 4} .0307168{col 67}{space 3} .7992311
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Linear regression                                      Number of obs ={res}     337
                                                       {txt}F( 32,   113) ={res}    2.03
                                                       {txt}Prob > F      = {res} 0.0034
                                                       {txt}R-squared     = {res} 0.1526
                                                       {txt}Root MSE      = {res}  .1247

{txt}{ralign 78:(Std. Err. adjusted for {res:114} clusters in citystabbr)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}incumbentp~t{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
DIFFusmont~h {c |}{col 14}{res}{space 2} .0106699{col 26}{space 2} .0041396{col 37}{space 1}    2.58{col 46}{space 3}0.011{col 54}{space 4} .0024685{col 67}{space 3} .0188713
{txt}unemploymo~s {c |}{col 14}{res}{space 2} .0084372{col 26}{space 2} .0261649{col 37}{space 1}    0.32{col 46}{space 3}0.748{col 54}{space 4}-.0434003{col 67}{space 3} .0602746
{txt}CENSUS2000~c {c |}{col 14}{res}{space 2} .0067593{col 26}{space 2} .0022902{col 37}{space 1}    2.95{col 46}{space 3}0.004{col 54}{space 4}  .002222{col 67}{space 3} .0112966
{txt}logCENSUS2~p {c |}{col 14}{res}{space 2} .0081114{col 26}{space 2}  .010045{col 37}{space 1}    0.81{col 46}{space 3}0.421{col 54}{space 4}-.0117897{col 67}{space 3} .0280124
{txt}CEN~cpercent {c |}{col 14}{res}{space 2} .0818005{col 26}{space 2} .0518792{col 37}{space 1}    1.58{col 46}{space 3}0.118{col 54}{space 4}-.0209816{col 67}{space 3} .1845826
{txt}CEN~kpercent {c |}{col 14}{res}{space 2}-.0089685{col 26}{space 2} .0618333{col 37}{space 1}   -0.15{col 46}{space 3}0.885{col 54}{space 4}-.1314715{col 67}{space 3} .1135345
{txt}CENSUS2000~s {c |}{col 14}{res}{space 2}-.3006059{col 26}{space 2} .1737359{col 37}{space 1}   -1.73{col 46}{space 3}0.086{col 54}{space 4} -.644808{col 67}{space 3} .0435962
{txt}CENSUS2000~e {c |}{col 14}{res}{space 2}-.0019435{col 26}{space 2} .0014202{col 37}{space 1}   -1.37{col 46}{space 3}0.174{col 54}{space 4}-.0047572{col 67}{space 3} .0008702
{txt}CENSUS1990~c {c |}{col 14}{res}{space 2}-.0055945{col 26}{space 2} .0025371{col 37}{space 1}   -2.21{col 46}{space 3}0.029{col 54}{space 4} -.010621{col 67}{space 3} -.000568
{txt}mayorcounc~m {c |}{col 14}{res}{space 2}  .019778{col 26}{space 2} .0191785{col 37}{space 1}    1.03{col 46}{space 3}0.305{col 54}{space 4}-.0182181{col 67}{space 3} .0577742
{txt}{space 3}demvs1988 {c |}{col 14}{res}{space 2}-.0243559{col 26}{space 2} .0910851{col 37}{space 1}   -0.27{col 46}{space 3}0.790{col 54}{space 4} -.204812{col 67}{space 3} .1561002
{txt}{space 12} {c |}
{space 8}year {c |}
{space 7}1991  {c |}{col 14}{res}{space 2} .0201732{col 26}{space 2} .0590934{col 37}{space 1}    0.34{col 46}{space 3}0.733{col 54}{space 4}-.0969014{col 67}{space 3} .1372479
{txt}{space 7}1992  {c |}{col 14}{res}{space 2}-.0360269{col 26}{space 2} .0621091{col 37}{space 1}   -0.58{col 46}{space 3}0.563{col 54}{space 4}-.1590762{col 67}{space 3} .0870223
{txt}{space 7}1993  {c |}{col 14}{res}{space 2}-.0185048{col 26}{space 2} .0554803{col 37}{space 1}   -0.33{col 46}{space 3}0.739{col 54}{space 4}-.1284213{col 67}{space 3} .0914116
{txt}{space 7}1994  {c |}{col 14}{res}{space 2} .0606955{col 26}{space 2} .0508706{col 37}{space 1}    1.19{col 46}{space 3}0.235{col 54}{space 4}-.0400884{col 67}{space 3} .1614793
{txt}{space 7}1995  {c |}{col 14}{res}{space 2} .0162049{col 26}{space 2} .0471487{col 37}{space 1}    0.34{col 46}{space 3}0.732{col 54}{space 4}-.0772053{col 67}{space 3}  .109615
{txt}{space 7}1996  {c |}{col 14}{res}{space 2} -.024764{col 26}{space 2} .0487419{col 37}{space 1}   -0.51{col 46}{space 3}0.612{col 54}{space 4}-.1213306{col 67}{space 3} .0718026
{txt}{space 7}1997  {c |}{col 14}{res}{space 2} .0077429{col 26}{space 2} .0503988{col 37}{space 1}    0.15{col 46}{space 3}0.878{col 54}{space 4}-.0921063{col 67}{space 3} .1075921
{txt}{space 7}1998  {c |}{col 14}{res}{space 2} .0590591{col 26}{space 2} .0615245{col 37}{space 1}    0.96{col 46}{space 3}0.339{col 54}{space 4} -.062832{col 67}{space 3} .1809502
{txt}{space 7}1999  {c |}{col 14}{res}{space 2} .0761649{col 26}{space 2} .0604747{col 37}{space 1}    1.26{col 46}{space 3}0.210{col 54}{space 4}-.0436463{col 67}{space 3} .1959762
{txt}{space 7}2000  {c |}{col 14}{res}{space 2} .0531413{col 26}{space 2} .0672702{col 37}{space 1}    0.79{col 46}{space 3}0.431{col 54}{space 4} -.080133{col 67}{space 3} .1864156
{txt}{space 7}2001  {c |}{col 14}{res}{space 2} .0443614{col 26}{space 2} .0513955{col 37}{space 1}    0.86{col 46}{space 3}0.390{col 54}{space 4}-.0574623{col 67}{space 3}  .146185
{txt}{space 7}2002  {c |}{col 14}{res}{space 2} .0616174{col 26}{space 2} .0508722{col 37}{space 1}    1.21{col 46}{space 3}0.228{col 54}{space 4}-.0391695{col 67}{space 3} .1624044
{txt}{space 7}2003  {c |}{col 14}{res}{space 2} .0460595{col 26}{space 2} .0474973{col 37}{space 1}    0.97{col 46}{space 3}0.334{col 54}{space 4}-.0480412{col 67}{space 3} .1401603
{txt}{space 7}2004  {c |}{col 14}{res}{space 2}-.0707408{col 26}{space 2} .0584297{col 37}{space 1}   -1.21{col 46}{space 3}0.229{col 54}{space 4}-.1865005{col 67}{space 3} .0450189
{txt}{space 7}2005  {c |}{col 14}{res}{space 2}  .034819{col 26}{space 2} .0544374{col 37}{space 1}    0.64{col 46}{space 3}0.524{col 54}{space 4}-.0730314{col 67}{space 3} .1426694
{txt}{space 7}2006  {c |}{col 14}{res}{space 2} .0389729{col 26}{space 2}  .064563{col 37}{space 1}    0.60{col 46}{space 3}0.547{col 54}{space 4}-.0889381{col 67}{space 3} .1668838
{txt}{space 7}2007  {c |}{col 14}{res}{space 2} .0624416{col 26}{space 2} .0553221{col 37}{space 1}    1.13{col 46}{space 3}0.261{col 54}{space 4}-.0471615{col 67}{space 3} .1720447
{txt}{space 7}2008  {c |}{col 14}{res}{space 2}-.0283762{col 26}{space 2} .0551655{col 37}{space 1}   -0.51{col 46}{space 3}0.608{col 54}{space 4} -.137669{col 67}{space 3} .0809167
{txt}{space 7}2009  {c |}{col 14}{res}{space 2}-.0466651{col 26}{space 2}  .108734{col 37}{space 1}   -0.43{col 46}{space 3}0.669{col 54}{space 4}-.2620867{col 67}{space 3} .1687565
{txt}{space 7}2010  {c |}{col 14}{res}{space 2} .0517756{col 26}{space 2}  .120242{col 37}{space 1}    0.43{col 46}{space 3}0.668{col 54}{space 4}-.1864455{col 67}{space 3} .2899968
{txt}{space 7}2011  {c |}{col 14}{res}{space 2}-.0825565{col 26}{space 2} .1193478{col 37}{space 1}   -0.69{col 46}{space 3}0.491{col 54}{space 4} -.319006{col 67}{space 3}  .153893
{txt}{space 12} {c |}
{space 7}_cons {c |}{col 14}{res}{space 2} .3730072{col 26}{space 2} .1919516{col 37}{space 1}    1.94{col 46}{space 3}0.054{col 54}{space 4}-.0072835{col 67}{space 3} .7532978
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Linear regression                                      Number of obs ={res}     339
                                                       {txt}F( 32,   113) ={res}    2.04
                                                       {txt}Prob > F      = {res} 0.0032
                                                       {txt}R-squared     = {res} 0.1532
                                                       {txt}Root MSE      = {res} .12497

{txt}{ralign 78:(Std. Err. adjusted for {res:114} clusters in citystabbr)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}incumbentp~t{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
DIFFusmont~h {c |}{col 14}{res}{space 2}  .011814{col 26}{space 2} .0043264{col 37}{space 1}    2.73{col 46}{space 3}0.007{col 54}{space 4} .0032426{col 67}{space 3} .0203854
{txt}unemploymo~s {c |}{col 14}{res}{space 2} .0076163{col 26}{space 2} .0258198{col 37}{space 1}    0.29{col 46}{space 3}0.769{col 54}{space 4}-.0435373{col 67}{space 3} .0587698
{txt}CENSUS2000~c {c |}{col 14}{res}{space 2}  .006796{col 26}{space 2} .0023298{col 37}{space 1}    2.92{col 46}{space 3}0.004{col 54}{space 4} .0021803{col 67}{space 3} .0114117
{txt}logCENSUS2~p {c |}{col 14}{res}{space 2} .0079658{col 26}{space 2} .0100687{col 37}{space 1}    0.79{col 46}{space 3}0.431{col 54}{space 4}-.0119821{col 67}{space 3} .0279137
{txt}CEN~cpercent {c |}{col 14}{res}{space 2} .0923205{col 26}{space 2} .0527389{col 37}{space 1}    1.75{col 46}{space 3}0.083{col 54}{space 4}-.0121648{col 67}{space 3} .1968058
{txt}CEN~kpercent {c |}{col 14}{res}{space 2} .0039574{col 26}{space 2} .0626129{col 37}{space 1}    0.06{col 46}{space 3}0.950{col 54}{space 4}  -.12009{col 67}{space 3} .1280048
{txt}CENSUS2000~s {c |}{col 14}{res}{space 2} -.307585{col 26}{space 2} .1735322{col 37}{space 1}   -1.77{col 46}{space 3}0.079{col 54}{space 4}-.6513836{col 67}{space 3} .0362136
{txt}CENSUS2000~e {c |}{col 14}{res}{space 2}-.0017839{col 26}{space 2} .0014413{col 37}{space 1}   -1.24{col 46}{space 3}0.218{col 54}{space 4}-.0046394{col 67}{space 3} .0010716
{txt}CENSUS1990~c {c |}{col 14}{res}{space 2}-.0057046{col 26}{space 2} .0026133{col 37}{space 1}   -2.18{col 46}{space 3}0.031{col 54}{space 4} -.010882{col 67}{space 3}-.0005273
{txt}mayorcounc~m {c |}{col 14}{res}{space 2} .0191573{col 26}{space 2} .0189494{col 37}{space 1}    1.01{col 46}{space 3}0.314{col 54}{space 4} -.018385{col 67}{space 3} .0566995
{txt}{space 3}demvs1988 {c |}{col 14}{res}{space 2}-.0268669{col 26}{space 2} .0913595{col 37}{space 1}   -0.29{col 46}{space 3}0.769{col 54}{space 4}-.2078665{col 67}{space 3} .1541326
{txt}{space 12} {c |}
{space 8}year {c |}
{space 7}1991  {c |}{col 14}{res}{space 2} .0223131{col 26}{space 2}  .059604{col 37}{space 1}    0.37{col 46}{space 3}0.709{col 54}{space 4}-.0957731{col 67}{space 3} .1403994
{txt}{space 7}1992  {c |}{col 14}{res}{space 2}-.0348524{col 26}{space 2} .0616437{col 37}{space 1}   -0.57{col 46}{space 3}0.573{col 54}{space 4}-.1569796{col 67}{space 3} .0872749
{txt}{space 7}1993  {c |}{col 14}{res}{space 2}-.0167253{col 26}{space 2} .0556547{col 37}{space 1}   -0.30{col 46}{space 3}0.764{col 54}{space 4}-.1269873{col 67}{space 3} .0935367
{txt}{space 7}1994  {c |}{col 14}{res}{space 2} .0630016{col 26}{space 2}  .050844{col 37}{space 1}    1.24{col 46}{space 3}0.218{col 54}{space 4}-.0377295{col 67}{space 3} .1637327
{txt}{space 7}1995  {c |}{col 14}{res}{space 2} .0112487{col 26}{space 2} .0475514{col 37}{space 1}    0.24{col 46}{space 3}0.813{col 54}{space 4}-.0829592{col 67}{space 3} .1054566
{txt}{space 7}1996  {c |}{col 14}{res}{space 2}-.0233385{col 26}{space 2} .0487365{col 37}{space 1}   -0.48{col 46}{space 3}0.633{col 54}{space 4}-.1198943{col 67}{space 3} .0732174
{txt}{space 7}1997  {c |}{col 14}{res}{space 2} .0072617{col 26}{space 2}  .050189{col 37}{space 1}    0.14{col 46}{space 3}0.885{col 54}{space 4}-.0921717{col 67}{space 3}  .106695
{txt}{space 7}1998  {c |}{col 14}{res}{space 2} .0580856{col 26}{space 2} .0615381{col 37}{space 1}    0.94{col 46}{space 3}0.347{col 54}{space 4}-.0638324{col 67}{space 3} .1800037
{txt}{space 7}1999  {c |}{col 14}{res}{space 2} .0813382{col 26}{space 2} .0601853{col 37}{space 1}    1.35{col 46}{space 3}0.179{col 54}{space 4}-.0378998{col 67}{space 3} .2005763
{txt}{space 7}2000  {c |}{col 14}{res}{space 2} .0526437{col 26}{space 2}  .066761{col 37}{space 1}    0.79{col 46}{space 3}0.432{col 54}{space 4}-.0796218{col 67}{space 3} .1849092
{txt}{space 7}2001  {c |}{col 14}{res}{space 2} .0338926{col 26}{space 2} .0519603{col 37}{space 1}    0.65{col 46}{space 3}0.516{col 54}{space 4}-.0690501{col 67}{space 3} .1368352
{txt}{space 7}2002  {c |}{col 14}{res}{space 2} .0635126{col 26}{space 2} .0507145{col 37}{space 1}    1.25{col 46}{space 3}0.213{col 54}{space 4}-.0369621{col 67}{space 3} .1639872
{txt}{space 7}2003  {c |}{col 14}{res}{space 2} .0484329{col 26}{space 2} .0475017{col 37}{space 1}    1.02{col 46}{space 3}0.310{col 54}{space 4}-.0456765{col 67}{space 3} .1425423
{txt}{space 7}2004  {c |}{col 14}{res}{space 2}-.0692237{col 26}{space 2} .0584801{col 37}{space 1}   -1.18{col 46}{space 3}0.239{col 54}{space 4}-.1850832{col 67}{space 3} .0466358
{txt}{space 7}2005  {c |}{col 14}{res}{space 2} .0382698{col 26}{space 2} .0536051{col 37}{space 1}    0.71{col 46}{space 3}0.477{col 54}{space 4}-.0679316{col 67}{space 3} .1444712
{txt}{space 7}2006  {c |}{col 14}{res}{space 2} .0390394{col 26}{space 2} .0642361{col 37}{space 1}    0.61{col 46}{space 3}0.545{col 54}{space 4}-.0882239{col 67}{space 3} .1663028
{txt}{space 7}2007  {c |}{col 14}{res}{space 2} .0636018{col 26}{space 2} .0552068{col 37}{space 1}    1.15{col 46}{space 3}0.252{col 54}{space 4}-.0457727{col 67}{space 3} .1729764
{txt}{space 7}2008  {c |}{col 14}{res}{space 2}-.0260616{col 26}{space 2} .0551153{col 37}{space 1}   -0.47{col 46}{space 3}0.637{col 54}{space 4}-.1352549{col 67}{space 3} .0831317
{txt}{space 7}2009  {c |}{col 14}{res}{space 2}-.0291115{col 26}{space 2} .1093074{col 37}{space 1}   -0.27{col 46}{space 3}0.790{col 54}{space 4}-.2456691{col 67}{space 3} .1874461
{txt}{space 7}2010  {c |}{col 14}{res}{space 2} .0574771{col 26}{space 2} .1193302{col 37}{space 1}    0.48{col 46}{space 3}0.631{col 54}{space 4}-.1789375{col 67}{space 3} .2938917
{txt}{space 7}2011  {c |}{col 14}{res}{space 2}-.0763994{col 26}{space 2} .1189203{col 37}{space 1}   -0.64{col 46}{space 3}0.522{col 54}{space 4} -.312002{col 67}{space 3} .1592033
{txt}{space 12} {c |}
{space 7}_cons {c |}{col 14}{res}{space 2} .3760759{col 26}{space 2} .1916615{col 37}{space 1}    1.96{col 46}{space 3}0.052{col 54}{space 4}-.0036401{col 67}{space 3} .7557919
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Linear regression                                      Number of obs ={res}     340
                                                       {txt}F( 32,   113) ={res}    2.02
                                                       {txt}Prob > F      = {res} 0.0037
                                                       {txt}R-squared     = {res} 0.1495
                                                       {txt}Root MSE      = {res} .12524

{txt}{ralign 78:(Std. Err. adjusted for {res:114} clusters in citystabbr)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}incumbentp~t{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
DIFFusmont~h {c |}{col 14}{res}{space 2} .0109944{col 26}{space 2}  .004087{col 37}{space 1}    2.69{col 46}{space 3}0.008{col 54}{space 4} .0028972{col 67}{space 3} .0190915
{txt}unemploymo~s {c |}{col 14}{res}{space 2} .0073638{col 26}{space 2} .0258201{col 37}{space 1}    0.29{col 46}{space 3}0.776{col 54}{space 4}-.0437905{col 67}{space 3}  .058518
{txt}CENSUS2000~c {c |}{col 14}{res}{space 2} .0067419{col 26}{space 2} .0023032{col 37}{space 1}    2.93{col 46}{space 3}0.004{col 54}{space 4} .0021789{col 67}{space 3} .0113049
{txt}logCENSUS2~p {c |}{col 14}{res}{space 2} .0075654{col 26}{space 2} .0100853{col 37}{space 1}    0.75{col 46}{space 3}0.455{col 54}{space 4}-.0124154{col 67}{space 3} .0275462
{txt}CEN~cpercent {c |}{col 14}{res}{space 2} .0870984{col 26}{space 2} .0514211{col 37}{space 1}    1.69{col 46}{space 3}0.093{col 54}{space 4}-.0147761{col 67}{space 3}  .188973
{txt}CEN~kpercent {c |}{col 14}{res}{space 2} .0008993{col 26}{space 2} .0621041{col 37}{space 1}    0.01{col 46}{space 3}0.988{col 54}{space 4}-.1221401{col 67}{space 3} .1239388
{txt}CENSUS2000~s {c |}{col 14}{res}{space 2}-.3023329{col 26}{space 2} .1735764{col 37}{space 1}   -1.74{col 46}{space 3}0.084{col 54}{space 4} -.646219{col 67}{space 3} .0415532
{txt}CENSUS2000~e {c |}{col 14}{res}{space 2}-.0018496{col 26}{space 2} .0014267{col 37}{space 1}   -1.30{col 46}{space 3}0.197{col 54}{space 4}-.0046762{col 67}{space 3} .0009771
{txt}CENSUS1990~c {c |}{col 14}{res}{space 2}-.0055502{col 26}{space 2} .0025472{col 37}{space 1}   -2.18{col 46}{space 3}0.031{col 54}{space 4}-.0105967{col 67}{space 3}-.0005036
{txt}mayorcounc~m {c |}{col 14}{res}{space 2}  .019353{col 26}{space 2} .0190564{col 37}{space 1}    1.02{col 46}{space 3}0.312{col 54}{space 4}-.0184011{col 67}{space 3} .0571072
{txt}{space 3}demvs1988 {c |}{col 14}{res}{space 2}-.0293983{col 26}{space 2} .0913506{col 37}{space 1}   -0.32{col 46}{space 3}0.748{col 54}{space 4}-.2103802{col 67}{space 3} .1515837
{txt}{space 12} {c |}
{space 8}year {c |}
{space 7}1991  {c |}{col 14}{res}{space 2} .0229161{col 26}{space 2} .0592797{col 37}{space 1}    0.39{col 46}{space 3}0.700{col 54}{space 4}-.0945277{col 67}{space 3} .1403599
{txt}{space 7}1992  {c |}{col 14}{res}{space 2}-.0338321{col 26}{space 2} .0616418{col 37}{space 1}   -0.55{col 46}{space 3}0.584{col 54}{space 4}-.1559556{col 67}{space 3} .0882914
{txt}{space 7}1993  {c |}{col 14}{res}{space 2}-.0161652{col 26}{space 2} .0555349{col 37}{space 1}   -0.29{col 46}{space 3}0.772{col 54}{space 4}-.1261899{col 67}{space 3} .0938595
{txt}{space 7}1994  {c |}{col 14}{res}{space 2} .0618781{col 26}{space 2} .0508987{col 37}{space 1}    1.22{col 46}{space 3}0.227{col 54}{space 4}-.0389614{col 67}{space 3} .1627177
{txt}{space 7}1995  {c |}{col 14}{res}{space 2} .0176578{col 26}{space 2}  .047065{col 37}{space 1}    0.38{col 46}{space 3}0.708{col 54}{space 4}-.0755865{col 67}{space 3} .1109021
{txt}{space 7}1996  {c |}{col 14}{res}{space 2}-.0240304{col 26}{space 2} .0486743{col 37}{space 1}   -0.49{col 46}{space 3}0.622{col 54}{space 4}-.1204631{col 67}{space 3} .0724022
{txt}{space 7}1997  {c |}{col 14}{res}{space 2} .0069301{col 26}{space 2}  .050064{col 37}{space 1}    0.14{col 46}{space 3}0.890{col 54}{space 4}-.0922557{col 67}{space 3}  .106116
{txt}{space 7}1998  {c |}{col 14}{res}{space 2} .0580769{col 26}{space 2} .0613738{col 37}{space 1}    0.95{col 46}{space 3}0.346{col 54}{space 4}-.0635156{col 67}{space 3} .1796694
{txt}{space 7}1999  {c |}{col 14}{res}{space 2} .0762293{col 26}{space 2} .0601222{col 37}{space 1}    1.27{col 46}{space 3}0.207{col 54}{space 4}-.0428835{col 67}{space 3} .1953422
{txt}{space 7}2000  {c |}{col 14}{res}{space 2} .0519579{col 26}{space 2} .0666285{col 37}{space 1}    0.78{col 46}{space 3}0.437{col 54}{space 4}-.0800452{col 67}{space 3} .1839609
{txt}{space 7}2001  {c |}{col 14}{res}{space 2}   .03316{col 26}{space 2} .0518286{col 37}{space 1}    0.64{col 46}{space 3}0.524{col 54}{space 4}-.0695219{col 67}{space 3} .1358418
{txt}{space 7}2002  {c |}{col 14}{res}{space 2} .0624928{col 26}{space 2} .0508214{col 37}{space 1}    1.23{col 46}{space 3}0.221{col 54}{space 4}-.0381937{col 67}{space 3} .1631792
{txt}{space 7}2003  {c |}{col 14}{res}{space 2} .0481074{col 26}{space 2} .0473974{col 37}{space 1}    1.01{col 46}{space 3}0.312{col 54}{space 4}-.0457954{col 67}{space 3} .1420101
{txt}{space 7}2004  {c |}{col 14}{res}{space 2}-.0697196{col 26}{space 2} .0584073{col 37}{space 1}   -1.19{col 46}{space 3}0.235{col 54}{space 4}-.1854351{col 67}{space 3} .0459959
{txt}{space 7}2005  {c |}{col 14}{res}{space 2} .0377256{col 26}{space 2} .0534895{col 37}{space 1}    0.71{col 46}{space 3}0.482{col 54}{space 4}-.0682468{col 67}{space 3} .1436979
{txt}{space 7}2006  {c |}{col 14}{res}{space 2} .0383741{col 26}{space 2} .0642393{col 37}{space 1}    0.60{col 46}{space 3}0.551{col 54}{space 4}-.0888955{col 67}{space 3} .1656438
{txt}{space 7}2007  {c |}{col 14}{res}{space 2} .0652188{col 26}{space 2} .0556239{col 37}{space 1}    1.17{col 46}{space 3}0.243{col 54}{space 4}-.0449822{col 67}{space 3} .1754199
{txt}{space 7}2008  {c |}{col 14}{res}{space 2} -.026553{col 26}{space 2} .0551759{col 37}{space 1}   -0.48{col 46}{space 3}0.631{col 54}{space 4}-.1358664{col 67}{space 3} .0827605
{txt}{space 7}2009  {c |}{col 14}{res}{space 2}-.0292974{col 26}{space 2} .1094567{col 37}{space 1}   -0.27{col 46}{space 3}0.789{col 54}{space 4}-.2461509{col 67}{space 3} .1875561
{txt}{space 7}2010  {c |}{col 14}{res}{space 2}  .057316{col 26}{space 2} .1191613{col 37}{space 1}    0.48{col 46}{space 3}0.631{col 54}{space 4}-.1787639{col 67}{space 3}  .293396
{txt}{space 7}2011  {c |}{col 14}{res}{space 2}-.0762048{col 26}{space 2} .1191097{col 37}{space 1}   -0.64{col 46}{space 3}0.524{col 54}{space 4}-.3121827{col 67}{space 3} .1597731
{txt}{space 12} {c |}
{space 7}_cons {c |}{col 14}{res}{space 2} .3828783{col 26}{space 2} .1910131{col 37}{space 1}    2.00{col 46}{space 3}0.047{col 54}{space 4}  .004447{col 67}{space 3} .7613097
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Linear regression                                      Number of obs ={res}     339
                                                       {txt}F( 32,   113) ={res}    2.03
                                                       {txt}Prob > F      = {res} 0.0035
                                                       {txt}R-squared     = {res} 0.1510
                                                       {txt}Root MSE      = {res} .12499

{txt}{ralign 78:(Std. Err. adjusted for {res:114} clusters in citystabbr)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}incumbentp~t{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
DIFFusmont~h {c |}{col 14}{res}{space 2}  .010904{col 26}{space 2} .0040864{col 37}{space 1}    2.67{col 46}{space 3}0.009{col 54}{space 4} .0028081{col 67}{space 3} .0189999
{txt}unemploymo~s {c |}{col 14}{res}{space 2} .0060143{col 26}{space 2} .0263838{col 37}{space 1}    0.23{col 46}{space 3}0.820{col 54}{space 4}-.0462567{col 67}{space 3} .0582853
{txt}CENSUS2000~c {c |}{col 14}{res}{space 2} .0066682{col 26}{space 2} .0022751{col 37}{space 1}    2.93{col 46}{space 3}0.004{col 54}{space 4} .0021609{col 67}{space 3} .0111755
{txt}logCENSUS2~p {c |}{col 14}{res}{space 2} .0076377{col 26}{space 2} .0100343{col 37}{space 1}    0.76{col 46}{space 3}0.448{col 54}{space 4} -.012242{col 67}{space 3} .0275175
{txt}CEN~cpercent {c |}{col 14}{res}{space 2} .0838037{col 26}{space 2} .0512402{col 37}{space 1}    1.64{col 46}{space 3}0.105{col 54}{space 4}-.0177124{col 67}{space 3} .1853198
{txt}CEN~kpercent {c |}{col 14}{res}{space 2}-.0117254{col 26}{space 2} .0621332{col 37}{space 1}   -0.19{col 46}{space 3}0.851{col 54}{space 4}-.1348225{col 67}{space 3} .1113717
{txt}CENSUS2000~s {c |}{col 14}{res}{space 2}-.3128218{col 26}{space 2} .1741867{col 37}{space 1}   -1.80{col 46}{space 3}0.075{col 54}{space 4}-.6579171{col 67}{space 3} .0322735
{txt}CENSUS2000~e {c |}{col 14}{res}{space 2}-.0018511{col 26}{space 2} .0014255{col 37}{space 1}   -1.30{col 46}{space 3}0.197{col 54}{space 4}-.0046754{col 67}{space 3} .0009731
{txt}CENSUS1990~c {c |}{col 14}{res}{space 2}-.0053686{col 26}{space 2} .0025095{col 37}{space 1}   -2.14{col 46}{space 3}0.035{col 54}{space 4}-.0103403{col 67}{space 3}-.0003969
{txt}mayorcounc~m {c |}{col 14}{res}{space 2} .0188569{col 26}{space 2} .0190062{col 37}{space 1}    0.99{col 46}{space 3}0.323{col 54}{space 4}-.0187978{col 67}{space 3} .0565117
{txt}{space 3}demvs1988 {c |}{col 14}{res}{space 2}-.0371955{col 26}{space 2} .0919802{col 37}{space 1}   -0.40{col 46}{space 3}0.687{col 54}{space 4}-.2194249{col 67}{space 3} .1450338
{txt}{space 12} {c |}
{space 8}year {c |}
{space 7}1991  {c |}{col 14}{res}{space 2} .0288582{col 26}{space 2} .0614532{col 37}{space 1}    0.47{col 46}{space 3}0.640{col 54}{space 4}-.0928917{col 67}{space 3}  .150608
{txt}{space 7}1992  {c |}{col 14}{res}{space 2}-.0289859{col 26}{space 2}  .063369{col 37}{space 1}   -0.46{col 46}{space 3}0.648{col 54}{space 4}-.1545313{col 67}{space 3} .0965596
{txt}{space 7}1993  {c |}{col 14}{res}{space 2}-.0099372{col 26}{space 2} .0584478{col 37}{space 1}   -0.17{col 46}{space 3}0.865{col 54}{space 4}-.1257327{col 67}{space 3} .1058584
{txt}{space 7}1994  {c |}{col 14}{res}{space 2} .0656377{col 26}{space 2} .0546636{col 37}{space 1}    1.20{col 46}{space 3}0.232{col 54}{space 4}-.0426608{col 67}{space 3} .1739361
{txt}{space 7}1995  {c |}{col 14}{res}{space 2} .0217013{col 26}{space 2} .0529562{col 37}{space 1}    0.41{col 46}{space 3}0.683{col 54}{space 4}-.0832144{col 67}{space 3} .1266171
{txt}{space 7}1996  {c |}{col 14}{res}{space 2}-.0221458{col 26}{space 2} .0542739{col 37}{space 1}   -0.41{col 46}{space 3}0.684{col 54}{space 4}-.1296723{col 67}{space 3} .0853806
{txt}{space 7}1997  {c |}{col 14}{res}{space 2} .0097554{col 26}{space 2} .0576506{col 37}{space 1}    0.17{col 46}{space 3}0.866{col 54}{space 4}-.1044609{col 67}{space 3} .1239716
{txt}{space 7}1998  {c |}{col 14}{res}{space 2} .0451639{col 26}{space 2} .0670072{col 37}{space 1}    0.67{col 46}{space 3}0.502{col 54}{space 4}-.0875895{col 67}{space 3} .1779172
{txt}{space 7}1999  {c |}{col 14}{res}{space 2} .0778768{col 26}{space 2} .0682206{col 37}{space 1}    1.14{col 46}{space 3}0.256{col 54}{space 4}-.0572805{col 67}{space 3} .2130341
{txt}{space 7}2000  {c |}{col 14}{res}{space 2}  .052122{col 26}{space 2} .0738138{col 37}{space 1}    0.71{col 46}{space 3}0.482{col 54}{space 4}-.0941164{col 67}{space 3} .1983604
{txt}{space 7}2001  {c |}{col 14}{res}{space 2} .0374475{col 26}{space 2} .0585828{col 37}{space 1}    0.64{col 46}{space 3}0.524{col 54}{space 4}-.0786155{col 67}{space 3} .1535106
{txt}{space 7}2002  {c |}{col 14}{res}{space 2}  .066088{col 26}{space 2} .0553912{col 37}{space 1}    1.19{col 46}{space 3}0.235{col 54}{space 4} -.043652{col 67}{space 3}  .175828
{txt}{space 7}2003  {c |}{col 14}{res}{space 2}  .052708{col 26}{space 2} .0530424{col 37}{space 1}    0.99{col 46}{space 3}0.322{col 54}{space 4}-.0523784{col 67}{space 3} .1577945
{txt}{space 7}2004  {c |}{col 14}{res}{space 2}-.0670083{col 26}{space 2} .0625787{col 37}{space 1}   -1.07{col 46}{space 3}0.287{col 54}{space 4}-.1909879{col 67}{space 3} .0569713
{txt}{space 7}2005  {c |}{col 14}{res}{space 2} .0417071{col 26}{space 2} .0607155{col 37}{space 1}    0.69{col 46}{space 3}0.494{col 54}{space 4}-.0785812{col 67}{space 3} .1619954
{txt}{space 7}2006  {c |}{col 14}{res}{space 2} .0389595{col 26}{space 2} .0702476{col 37}{space 1}    0.55{col 46}{space 3}0.580{col 54}{space 4}-.1002137{col 67}{space 3} .1781326
{txt}{space 7}2007  {c |}{col 14}{res}{space 2} .0657929{col 26}{space 2} .0627131{col 37}{space 1}    1.05{col 46}{space 3}0.296{col 54}{space 4}-.0584531{col 67}{space 3} .1900389
{txt}{space 7}2008  {c |}{col 14}{res}{space 2}-.0235942{col 26}{space 2} .0589147{col 37}{space 1}   -0.40{col 46}{space 3}0.690{col 54}{space 4}-.1403148{col 67}{space 3} .0931265
{txt}{space 7}2009  {c |}{col 14}{res}{space 2}-.0198019{col 26}{space 2} .1097797{col 37}{space 1}   -0.18{col 46}{space 3}0.857{col 54}{space 4}-.2372953{col 67}{space 3} .1976914
{txt}{space 7}2010  {c |}{col 14}{res}{space 2}  .066123{col 26}{space 2} .1191406{col 37}{space 1}    0.55{col 46}{space 3}0.580{col 54}{space 4} -.169916{col 67}{space 3}  .302162
{txt}{space 7}2011  {c |}{col 14}{res}{space 2}-.0693336{col 26}{space 2}  .119508{col 37}{space 1}   -0.58{col 46}{space 3}0.563{col 54}{space 4}-.3061004{col 67}{space 3} .1674333
{txt}{space 12} {c |}
{space 7}_cons {c |}{col 14}{res}{space 2} .3922982{col 26}{space 2} .1967932{col 37}{space 1}    1.99{col 46}{space 3}0.049{col 54}{space 4} .0024154{col 67}{space 3}  .782181
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Linear regression                                      Number of obs ={res}     337
                                                       {txt}F( 32,   113) ={res}    2.00
                                                       {txt}Prob > F      = {res} 0.0042
                                                       {txt}R-squared     = {res} 0.1508
                                                       {txt}Root MSE      = {res} .12548

{txt}{ralign 78:(Std. Err. adjusted for {res:114} clusters in citystabbr)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}incumbentp~t{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
DIFFusmont~h {c |}{col 14}{res}{space 2} .0109154{col 26}{space 2}   .00414{col 37}{space 1}    2.64{col 46}{space 3}0.010{col 54}{space 4} .0027134{col 67}{space 3} .0191174
{txt}unemploymo~s {c |}{col 14}{res}{space 2} .0068823{col 26}{space 2} .0261033{col 37}{space 1}    0.26{col 46}{space 3}0.793{col 54}{space 4} -.044833{col 67}{space 3} .0585975
{txt}CENSUS2000~c {c |}{col 14}{res}{space 2} .0064879{col 26}{space 2} .0023283{col 37}{space 1}    2.79{col 46}{space 3}0.006{col 54}{space 4} .0018752{col 67}{space 3} .0111007
{txt}logCENSUS2~p {c |}{col 14}{res}{space 2} .0137992{col 26}{space 2} .0110626{col 37}{space 1}    1.25{col 46}{space 3}0.215{col 54}{space 4}-.0081178{col 67}{space 3} .0357162
{txt}CEN~cpercent {c |}{col 14}{res}{space 2} .0804379{col 26}{space 2} .0524652{col 37}{space 1}    1.53{col 46}{space 3}0.128{col 54}{space 4}-.0235053{col 67}{space 3}  .184381
{txt}CEN~kpercent {c |}{col 14}{res}{space 2}-.0108198{col 26}{space 2} .0623258{col 37}{space 1}   -0.17{col 46}{space 3}0.862{col 54}{space 4}-.1342985{col 67}{space 3} .1126589
{txt}CENSUS2000~s {c |}{col 14}{res}{space 2}-.3085927{col 26}{space 2} .1712743{col 37}{space 1}   -1.80{col 46}{space 3}0.074{col 54}{space 4} -.647918{col 67}{space 3} .0307325
{txt}CENSUS2000~e {c |}{col 14}{res}{space 2}-.0022098{col 26}{space 2} .0014188{col 37}{space 1}   -1.56{col 46}{space 3}0.122{col 54}{space 4}-.0050206{col 67}{space 3} .0006011
{txt}CENSUS1990~c {c |}{col 14}{res}{space 2}-.0049915{col 26}{space 2} .0025614{col 37}{space 1}   -1.95{col 46}{space 3}0.054{col 54}{space 4}-.0100662{col 67}{space 3} .0000832
{txt}mayorcounc~m {c |}{col 14}{res}{space 2}  .018089{col 26}{space 2} .0189582{col 37}{space 1}    0.95{col 46}{space 3}0.342{col 54}{space 4}-.0194706{col 67}{space 3} .0556485
{txt}{space 3}demvs1988 {c |}{col 14}{res}{space 2}-.0093877{col 26}{space 2} .0909603{col 37}{space 1}   -0.10{col 46}{space 3}0.918{col 54}{space 4}-.1895964{col 67}{space 3} .1708211
{txt}{space 12} {c |}
{space 8}year {c |}
{space 7}1991  {c |}{col 14}{res}{space 2} .0208955{col 26}{space 2} .0591264{col 37}{space 1}    0.35{col 46}{space 3}0.724{col 54}{space 4}-.0962446{col 67}{space 3} .1380355
{txt}{space 7}1992  {c |}{col 14}{res}{space 2}-.0337173{col 26}{space 2} .0618415{col 37}{space 1}   -0.55{col 46}{space 3}0.587{col 54}{space 4}-.1562365{col 67}{space 3} .0888018
{txt}{space 7}1993  {c |}{col 14}{res}{space 2}-.0089464{col 26}{space 2} .0560759{col 37}{space 1}   -0.16{col 46}{space 3}0.874{col 54}{space 4}-.1200428{col 67}{space 3} .1021499
{txt}{space 7}1994  {c |}{col 14}{res}{space 2}  .061687{col 26}{space 2} .0506661{col 37}{space 1}    1.22{col 46}{space 3}0.226{col 54}{space 4}-.0386917{col 67}{space 3} .1620657
{txt}{space 7}1995  {c |}{col 14}{res}{space 2} .0145227{col 26}{space 2} .0467765{col 37}{space 1}    0.31{col 46}{space 3}0.757{col 54}{space 4}  -.07815{col 67}{space 3} .1071955
{txt}{space 7}1996  {c |}{col 14}{res}{space 2}-.0251864{col 26}{space 2} .0483837{col 37}{space 1}   -0.52{col 46}{space 3}0.604{col 54}{space 4}-.1210432{col 67}{space 3} .0706703
{txt}{space 7}1997  {c |}{col 14}{res}{space 2}  .003611{col 26}{space 2} .0498497{col 37}{space 1}    0.07{col 46}{space 3}0.942{col 54}{space 4}-.0951502{col 67}{space 3} .1023722
{txt}{space 7}1998  {c |}{col 14}{res}{space 2} .0573887{col 26}{space 2} .0615042{col 37}{space 1}    0.93{col 46}{space 3}0.353{col 54}{space 4}-.0644622{col 67}{space 3} .1792396
{txt}{space 7}1999  {c |}{col 14}{res}{space 2} .0720866{col 26}{space 2}   .06045{col 37}{space 1}    1.19{col 46}{space 3}0.236{col 54}{space 4}-.0476758{col 67}{space 3}  .191849
{txt}{space 7}2000  {c |}{col 14}{res}{space 2}  .051154{col 26}{space 2} .0671428{col 37}{space 1}    0.76{col 46}{space 3}0.448{col 54}{space 4} -.081868{col 67}{space 3}  .184176
{txt}{space 7}2001  {c |}{col 14}{res}{space 2}  .031286{col 26}{space 2} .0517869{col 37}{space 1}    0.60{col 46}{space 3}0.547{col 54}{space 4}-.0713132{col 67}{space 3} .1338852
{txt}{space 7}2002  {c |}{col 14}{res}{space 2} .0627864{col 26}{space 2} .0504692{col 37}{space 1}    1.24{col 46}{space 3}0.216{col 54}{space 4}-.0372022{col 67}{space 3} .1627749
{txt}{space 7}2003  {c |}{col 14}{res}{space 2} .0438388{col 26}{space 2} .0472723{col 37}{space 1}    0.93{col 46}{space 3}0.356{col 54}{space 4}-.0498161{col 67}{space 3} .1374937
{txt}{space 7}2004  {c |}{col 14}{res}{space 2}-.0708244{col 26}{space 2} .0586288{col 37}{space 1}   -1.21{col 46}{space 3}0.230{col 54}{space 4}-.1869786{col 67}{space 3} .0453298
{txt}{space 7}2005  {c |}{col 14}{res}{space 2} .0351918{col 26}{space 2} .0546716{col 37}{space 1}    0.64{col 46}{space 3}0.521{col 54}{space 4}-.0731225{col 67}{space 3}  .143506
{txt}{space 7}2006  {c |}{col 14}{res}{space 2} .0379746{col 26}{space 2} .0642339{col 37}{space 1}    0.59{col 46}{space 3}0.556{col 54}{space 4}-.0892842{col 67}{space 3} .1652335
{txt}{space 7}2007  {c |}{col 14}{res}{space 2} .0583391{col 26}{space 2} .0553973{col 37}{space 1}    1.05{col 46}{space 3}0.295{col 54}{space 4}-.0514129{col 67}{space 3} .1680911
{txt}{space 7}2008  {c |}{col 14}{res}{space 2}-.0281827{col 26}{space 2} .0548522{col 37}{space 1}   -0.51{col 46}{space 3}0.608{col 54}{space 4}-.1368547{col 67}{space 3} .0804893
{txt}{space 7}2009  {c |}{col 14}{res}{space 2}-.0237557{col 26}{space 2} .1104663{col 37}{space 1}   -0.22{col 46}{space 3}0.830{col 54}{space 4}-.2426094{col 67}{space 3} .1950979
{txt}{space 7}2010  {c |}{col 14}{res}{space 2} .0592205{col 26}{space 2} .1200764{col 37}{space 1}    0.49{col 46}{space 3}0.623{col 54}{space 4}-.1786725{col 67}{space 3} .2971135
{txt}{space 7}2011  {c |}{col 14}{res}{space 2}-.0804909{col 26}{space 2} .1195143{col 37}{space 1}   -0.67{col 46}{space 3}0.502{col 54}{space 4}-.3172702{col 67}{space 3} .1562885
{txt}{space 12} {c |}
{space 7}_cons {c |}{col 14}{res}{space 2} .3032563{col 26}{space 2} .1985298{col 37}{space 1}    1.53{col 46}{space 3}0.129{col 54}{space 4} -.090067{col 67}{space 3} .6965797
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Linear regression                                      Number of obs ={res}     337
                                                       {txt}F( 32,   113) ={res}    2.19
                                                       {txt}Prob > F      = {res} 0.0014
                                                       {txt}R-squared     = {res} 0.1547
                                                       {txt}Root MSE      = {res} .12524

{txt}{ralign 78:(Std. Err. adjusted for {res:114} clusters in citystabbr)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}incumbentp~t{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
DIFFusmont~h {c |}{col 14}{res}{space 2} .0114577{col 26}{space 2} .0041654{col 37}{space 1}    2.75{col 46}{space 3}0.007{col 54}{space 4} .0032052{col 67}{space 3} .0197101
{txt}unemploymo~s {c |}{col 14}{res}{space 2} .0117736{col 26}{space 2} .0255447{col 37}{space 1}    0.46{col 46}{space 3}0.646{col 54}{space 4} -.038835{col 67}{space 3} .0623823
{txt}CENSUS2000~c {c |}{col 14}{res}{space 2} .0066926{col 26}{space 2}  .002289{col 37}{space 1}    2.92{col 46}{space 3}0.004{col 54}{space 4} .0021576{col 67}{space 3} .0112275
{txt}logCENSUS2~p {c |}{col 14}{res}{space 2} .0084637{col 26}{space 2} .0101843{col 37}{space 1}    0.83{col 46}{space 3}0.408{col 54}{space 4}-.0117133{col 67}{space 3} .0286407
{txt}CEN~cpercent {c |}{col 14}{res}{space 2} .0865421{col 26}{space 2} .0514929{col 37}{space 1}    1.68{col 46}{space 3}0.096{col 54}{space 4}-.0154747{col 67}{space 3} .1885588
{txt}CEN~kpercent {c |}{col 14}{res}{space 2}-.0065805{col 26}{space 2} .0629661{col 37}{space 1}   -0.10{col 46}{space 3}0.917{col 54}{space 4}-.1313278{col 67}{space 3} .1181668
{txt}CENSUS2000~s {c |}{col 14}{res}{space 2}-.2999351{col 26}{space 2} .1729017{col 37}{space 1}   -1.73{col 46}{space 3}0.086{col 54}{space 4}-.6424844{col 67}{space 3} .0426143
{txt}CENSUS2000~e {c |}{col 14}{res}{space 2}-.0018013{col 26}{space 2} .0014313{col 37}{space 1}   -1.26{col 46}{space 3}0.211{col 54}{space 4} -.004637{col 67}{space 3} .0010343
{txt}CENSUS1990~c {c |}{col 14}{res}{space 2}-.0055004{col 26}{space 2} .0025351{col 37}{space 1}   -2.17{col 46}{space 3}0.032{col 54}{space 4}-.0105229{col 67}{space 3}-.0004779
{txt}mayorcounc~m {c |}{col 14}{res}{space 2} .0183001{col 26}{space 2}  .018979{col 37}{space 1}    0.96{col 46}{space 3}0.337{col 54}{space 4}-.0193006{col 67}{space 3} .0559009
{txt}{space 3}demvs1988 {c |}{col 14}{res}{space 2} -.037261{col 26}{space 2} .0920925{col 37}{space 1}   -0.40{col 46}{space 3}0.687{col 54}{space 4}-.2197129{col 67}{space 3} .1451908
{txt}{space 12} {c |}
{space 8}year {c |}
{space 7}1991  {c |}{col 14}{res}{space 2} .0434093{col 26}{space 2}  .055612{col 37}{space 1}    0.78{col 46}{space 3}0.437{col 54}{space 4}-.0667681{col 67}{space 3} .1535867
{txt}{space 7}1992  {c |}{col 14}{res}{space 2}-.0171183{col 26}{space 2} .0580988{col 37}{space 1}   -0.29{col 46}{space 3}0.769{col 54}{space 4}-.1322226{col 67}{space 3} .0979859
{txt}{space 7}1993  {c |}{col 14}{res}{space 2} .0057638{col 26}{space 2} .0518937{col 37}{space 1}    0.11{col 46}{space 3}0.912{col 54}{space 4} -.097047{col 67}{space 3} .1085747
{txt}{space 7}1994  {c |}{col 14}{res}{space 2} .0814973{col 26}{space 2}  .051714{col 37}{space 1}    1.58{col 46}{space 3}0.118{col 54}{space 4}-.0209575{col 67}{space 3} .1839521
{txt}{space 7}1995  {c |}{col 14}{res}{space 2} .0442573{col 26}{space 2} .0426925{col 37}{space 1}    1.04{col 46}{space 3}0.302{col 54}{space 4}-.0403242{col 67}{space 3} .1288388
{txt}{space 7}1996  {c |}{col 14}{res}{space 2} .0030234{col 26}{space 2} .0435973{col 37}{space 1}    0.07{col 46}{space 3}0.945{col 54}{space 4}-.0833508{col 67}{space 3} .0893976
{txt}{space 7}1997  {c |}{col 14}{res}{space 2} .0375049{col 26}{space 2} .0457168{col 37}{space 1}    0.82{col 46}{space 3}0.414{col 54}{space 4}-.0530684{col 67}{space 3} .1280782
{txt}{space 7}1998  {c |}{col 14}{res}{space 2} .0910636{col 26}{space 2} .0565326{col 37}{space 1}    1.61{col 46}{space 3}0.110{col 54}{space 4}-.0209376{col 67}{space 3} .2030649
{txt}{space 7}1999  {c |}{col 14}{res}{space 2} .1087911{col 26}{space 2} .0566613{col 37}{space 1}    1.92{col 46}{space 3}0.057{col 54}{space 4}-.0034651{col 67}{space 3} .2210473
{txt}{space 7}2000  {c |}{col 14}{res}{space 2} .0855238{col 26}{space 2} .0634836{col 37}{space 1}    1.35{col 46}{space 3}0.181{col 54}{space 4}-.0402488{col 67}{space 3} .2112963
{txt}{space 7}2001  {c |}{col 14}{res}{space 2} .0625685{col 26}{space 2} .0481178{col 37}{space 1}    1.30{col 46}{space 3}0.196{col 54}{space 4}-.0327615{col 67}{space 3} .1578984
{txt}{space 7}2002  {c |}{col 14}{res}{space 2} .0907833{col 26}{space 2} .0476457{col 37}{space 1}    1.91{col 46}{space 3}0.059{col 54}{space 4}-.0036113{col 67}{space 3}  .185178
{txt}{space 7}2003  {c |}{col 14}{res}{space 2} .0737219{col 26}{space 2} .0433406{col 37}{space 1}    1.70{col 46}{space 3}0.092{col 54}{space 4}-.0121437{col 67}{space 3} .1595874
{txt}{space 7}2004  {c |}{col 14}{res}{space 2} -.043274{col 26}{space 2} .0547516{col 37}{space 1}   -0.79{col 46}{space 3}0.431{col 54}{space 4}-.1517468{col 67}{space 3} .0651988
{txt}{space 7}2005  {c |}{col 14}{res}{space 2} .0679949{col 26}{space 2} .0495473{col 37}{space 1}    1.37{col 46}{space 3}0.173{col 54}{space 4}-.0301672{col 67}{space 3} .1661571
{txt}{space 7}2006  {c |}{col 14}{res}{space 2} .0688596{col 26}{space 2} .0613249{col 37}{space 1}    1.12{col 46}{space 3}0.264{col 54}{space 4}-.0526361{col 67}{space 3} .1903554
{txt}{space 7}2007  {c |}{col 14}{res}{space 2} .0940758{col 26}{space 2} .0512202{col 37}{space 1}    1.84{col 46}{space 3}0.069{col 54}{space 4}-.0074006{col 67}{space 3} .1955522
{txt}{space 7}2008  {c |}{col 14}{res}{space 2}-.0036805{col 26}{space 2} .0523221{col 37}{space 1}   -0.07{col 46}{space 3}0.944{col 54}{space 4}  -.10734{col 67}{space 3}  .099979
{txt}{space 7}2009  {c |}{col 14}{res}{space 2}-.0191479{col 26}{space 2} .1066248{col 37}{space 1}   -0.18{col 46}{space 3}0.858{col 54}{space 4}-.2303908{col 67}{space 3} .1920951
{txt}{space 7}2010  {c |}{col 14}{res}{space 2} .0666982{col 26}{space 2}  .116084{col 37}{space 1}    0.57{col 46}{space 3}0.567{col 54}{space 4}-.1632851{col 67}{space 3} .2966814
{txt}{space 7}2011  {c |}{col 14}{res}{space 2}-.0642074{col 26}{space 2}  .117139{col 37}{space 1}   -0.55{col 46}{space 3}0.585{col 54}{space 4} -.296281{col 67}{space 3} .1678661
{txt}{space 12} {c |}
{space 7}_cons {c |}{col 14}{res}{space 2} .3254274{col 26}{space 2}  .188903{col 37}{space 1}    1.72{col 46}{space 3}0.088{col 54}{space 4}-.0488235{col 67}{space 3} .6996784
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Linear regression                                      Number of obs ={res}     339
                                                       {txt}F( 32,   113) ={res}    2.10
                                                       {txt}Prob > F      = {res} 0.0023
                                                       {txt}R-squared     = {res} 0.1507
                                                       {txt}Root MSE      = {res} .12495

{txt}{ralign 78:(Std. Err. adjusted for {res:114} clusters in citystabbr)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}incumbentp~t{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
DIFFusmont~h {c |}{col 14}{res}{space 2} .0107005{col 26}{space 2} .0040698{col 37}{space 1}    2.63{col 46}{space 3}0.010{col 54}{space 4} .0026375{col 67}{space 3} .0187635
{txt}unemploymo~s {c |}{col 14}{res}{space 2} .0081748{col 26}{space 2} .0258153{col 37}{space 1}    0.32{col 46}{space 3}0.752{col 54}{space 4}-.0429699{col 67}{space 3} .0593195
{txt}CENSUS2000~c {c |}{col 14}{res}{space 2} .0067998{col 26}{space 2} .0023185{col 37}{space 1}    2.93{col 46}{space 3}0.004{col 54}{space 4} .0022065{col 67}{space 3} .0113931
{txt}logCENSUS2~p {c |}{col 14}{res}{space 2} .0074644{col 26}{space 2} .0099807{col 37}{space 1}    0.75{col 46}{space 3}0.456{col 54}{space 4}-.0123093{col 67}{space 3}  .027238
{txt}CEN~cpercent {c |}{col 14}{res}{space 2} .0898268{col 26}{space 2} .0514435{col 37}{space 1}    1.75{col 46}{space 3}0.084{col 54}{space 4}-.0120921{col 67}{space 3} .1917456
{txt}CEN~kpercent {c |}{col 14}{res}{space 2}-.0029203{col 26}{space 2} .0614495{col 37}{space 1}   -0.05{col 46}{space 3}0.962{col 54}{space 4}-.1246629{col 67}{space 3} .1188223
{txt}CENSUS2000~s {c |}{col 14}{res}{space 2}-.2889257{col 26}{space 2} .1728891{col 37}{space 1}   -1.67{col 46}{space 3}0.097{col 54}{space 4}-.6314501{col 67}{space 3} .0535988
{txt}CENSUS2000~e {c |}{col 14}{res}{space 2}-.0016929{col 26}{space 2} .0014456{col 37}{space 1}   -1.17{col 46}{space 3}0.244{col 54}{space 4} -.004557{col 67}{space 3} .0011712
{txt}CENSUS1990~c {c |}{col 14}{res}{space 2}-.0056433{col 26}{space 2} .0025565{col 37}{space 1}   -2.21{col 46}{space 3}0.029{col 54}{space 4}-.0107082{col 67}{space 3}-.0005784
{txt}mayorcounc~m {c |}{col 14}{res}{space 2} .0216251{col 26}{space 2} .0191919{col 37}{space 1}    1.13{col 46}{space 3}0.262{col 54}{space 4}-.0163975{col 67}{space 3} .0596477
{txt}{space 3}demvs1988 {c |}{col 14}{res}{space 2} -.045109{col 26}{space 2} .0922416{col 37}{space 1}   -0.49{col 46}{space 3}0.626{col 54}{space 4}-.2278562{col 67}{space 3} .1376382
{txt}{space 12} {c |}
{space 8}year {c |}
{space 7}1991  {c |}{col 14}{res}{space 2} .0229428{col 26}{space 2} .0597809{col 37}{space 1}    0.38{col 46}{space 3}0.702{col 54}{space 4}-.0954939{col 67}{space 3} .1413795
{txt}{space 7}1992  {c |}{col 14}{res}{space 2}-.0349935{col 26}{space 2} .0621236{col 37}{space 1}   -0.56{col 46}{space 3}0.574{col 54}{space 4}-.1580716{col 67}{space 3} .0880846
{txt}{space 7}1993  {c |}{col 14}{res}{space 2}-.0160594{col 26}{space 2} .0560472{col 37}{space 1}   -0.29{col 46}{space 3}0.775{col 54}{space 4} -.127099{col 67}{space 3} .0949802
{txt}{space 7}1994  {c |}{col 14}{res}{space 2} .0613314{col 26}{space 2} .0512849{col 37}{space 1}    1.20{col 46}{space 3}0.234{col 54}{space 4}-.0402731{col 67}{space 3}  .162936
{txt}{space 7}1995  {c |}{col 14}{res}{space 2}  .018962{col 26}{space 2} .0474538{col 37}{space 1}    0.40{col 46}{space 3}0.690{col 54}{space 4}-.0750526{col 67}{space 3} .1129766
{txt}{space 7}1996  {c |}{col 14}{res}{space 2}-.0234516{col 26}{space 2} .0490555{col 37}{space 1}   -0.48{col 46}{space 3}0.634{col 54}{space 4}-.1206395{col 67}{space 3} .0737363
{txt}{space 7}1997  {c |}{col 14}{res}{space 2} .0094877{col 26}{space 2} .0502581{col 37}{space 1}    0.19{col 46}{space 3}0.851{col 54}{space 4}-.0900825{col 67}{space 3}  .109058
{txt}{space 7}1998  {c |}{col 14}{res}{space 2} .0601354{col 26}{space 2}   .06128{col 37}{space 1}    0.98{col 46}{space 3}0.329{col 54}{space 4}-.0612713{col 67}{space 3}  .181542
{txt}{space 7}1999  {c |}{col 14}{res}{space 2} .0786875{col 26}{space 2} .0601929{col 37}{space 1}    1.31{col 46}{space 3}0.194{col 54}{space 4}-.0405656{col 67}{space 3} .1979405
{txt}{space 7}2000  {c |}{col 14}{res}{space 2} .0535036{col 26}{space 2} .0669492{col 37}{space 1}    0.80{col 46}{space 3}0.426{col 54}{space 4}-.0791348{col 67}{space 3}  .186142
{txt}{space 7}2001  {c |}{col 14}{res}{space 2}  .035193{col 26}{space 2} .0522742{col 37}{space 1}    0.67{col 46}{space 3}0.502{col 54}{space 4}-.0683717{col 67}{space 3} .1387576
{txt}{space 7}2002  {c |}{col 14}{res}{space 2} .0630607{col 26}{space 2} .0511363{col 37}{space 1}    1.23{col 46}{space 3}0.220{col 54}{space 4}-.0382495{col 67}{space 3} .1643709
{txt}{space 7}2003  {c |}{col 14}{res}{space 2} .0496089{col 26}{space 2} .0480086{col 37}{space 1}    1.03{col 46}{space 3}0.304{col 54}{space 4}-.0455048{col 67}{space 3} .1447227
{txt}{space 7}2004  {c |}{col 14}{res}{space 2}-.0695301{col 26}{space 2} .0584396{col 37}{space 1}   -1.19{col 46}{space 3}0.237{col 54}{space 4}-.1853094{col 67}{space 3} .0462492
{txt}{space 7}2005  {c |}{col 14}{res}{space 2} .0408607{col 26}{space 2} .0538142{col 37}{space 1}    0.76{col 46}{space 3}0.449{col 54}{space 4}-.0657548{col 67}{space 3} .1474763
{txt}{space 7}2006  {c |}{col 14}{res}{space 2} .0252981{col 26}{space 2} .0651492{col 37}{space 1}    0.39{col 46}{space 3}0.699{col 54}{space 4}-.1037742{col 67}{space 3} .1543704
{txt}{space 7}2007  {c |}{col 14}{res}{space 2} .0655868{col 26}{space 2} .0552997{col 37}{space 1}    1.19{col 46}{space 3}0.238{col 54}{space 4}-.0439717{col 67}{space 3} .1751454
{txt}{space 7}2008  {c |}{col 14}{res}{space 2}-.0269377{col 26}{space 2} .0555258{col 37}{space 1}   -0.49{col 46}{space 3}0.629{col 54}{space 4}-.1369443{col 67}{space 3} .0830689
{txt}{space 7}2009  {c |}{col 14}{res}{space 2}-.0297571{col 26}{space 2} .1102303{col 37}{space 1}   -0.27{col 46}{space 3}0.788{col 54}{space 4}-.2481433{col 67}{space 3} .1886291
{txt}{space 7}2010  {c |}{col 14}{res}{space 2} .0558544{col 26}{space 2} .1197858{col 37}{space 1}    0.47{col 46}{space 3}0.642{col 54}{space 4}-.1814628{col 67}{space 3} .2931716
{txt}{space 7}2011  {c |}{col 14}{res}{space 2}-.0759243{col 26}{space 2} .1193804{col 37}{space 1}   -0.64{col 46}{space 3}0.526{col 54}{space 4}-.3124384{col 67}{space 3} .1605898
{txt}{space 12} {c |}
{space 7}_cons {c |}{col 14}{res}{space 2} .3809641{col 26}{space 2} .1909552{col 37}{space 1}    2.00{col 46}{space 3}0.048{col 54}{space 4} .0026475{col 67}{space 3} .7592808
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Linear regression                                      Number of obs ={res}     339
                                                       {txt}F( 32,   113) ={res}    2.02
                                                       {txt}Prob > F      = {res} 0.0037
                                                       {txt}R-squared     = {res} 0.1500
                                                       {txt}Root MSE      = {res} .12535

{txt}{ralign 78:(Std. Err. adjusted for {res:114} clusters in citystabbr)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}incumbentp~t{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
DIFFusmont~h {c |}{col 14}{res}{space 2} .0111243{col 26}{space 2} .0041051{col 37}{space 1}    2.71{col 46}{space 3}0.008{col 54}{space 4} .0029914{col 67}{space 3} .0192572
{txt}unemploymo~s {c |}{col 14}{res}{space 2} .0057558{col 26}{space 2} .0262392{col 37}{space 1}    0.22{col 46}{space 3}0.827{col 54}{space 4}-.0462287{col 67}{space 3} .0577403
{txt}CENSUS2000~c {c |}{col 14}{res}{space 2} .0067345{col 26}{space 2} .0022922{col 37}{space 1}    2.94{col 46}{space 3}0.004{col 54}{space 4} .0021932{col 67}{space 3} .0112758
{txt}logCENSUS2~p {c |}{col 14}{res}{space 2} .0076189{col 26}{space 2} .0099769{col 37}{space 1}    0.76{col 46}{space 3}0.447{col 54}{space 4}-.0121472{col 67}{space 3}  .027385
{txt}CEN~cpercent {c |}{col 14}{res}{space 2} .0843678{col 26}{space 2} .0513599{col 37}{space 1}    1.64{col 46}{space 3}0.103{col 54}{space 4}-.0173854{col 67}{space 3}  .186121
{txt}CEN~kpercent {c |}{col 14}{res}{space 2}-.0021317{col 26}{space 2} .0619196{col 37}{space 1}   -0.03{col 46}{space 3}0.973{col 54}{space 4}-.1248055{col 67}{space 3} .1205421
{txt}CENSUS2000~s {c |}{col 14}{res}{space 2}-.3152599{col 26}{space 2} .1754023{col 37}{space 1}   -1.80{col 46}{space 3}0.075{col 54}{space 4}-.6627636{col 67}{space 3} .0322437
{txt}CENSUS2000~e {c |}{col 14}{res}{space 2}-.0017967{col 26}{space 2}  .001475{col 37}{space 1}   -1.22{col 46}{space 3}0.226{col 54}{space 4} -.004719{col 67}{space 3} .0011256
{txt}CENSUS1990~c {c |}{col 14}{res}{space 2}-.0054534{col 26}{space 2} .0025428{col 37}{space 1}   -2.14{col 46}{space 3}0.034{col 54}{space 4}-.0104911{col 67}{space 3}-.0004157
{txt}mayorcounc~m {c |}{col 14}{res}{space 2} .0204989{col 26}{space 2}  .019254{col 37}{space 1}    1.06{col 46}{space 3}0.289{col 54}{space 4}-.0176467{col 67}{space 3} .0586446
{txt}{space 3}demvs1988 {c |}{col 14}{res}{space 2}-.0359862{col 26}{space 2}  .093091{col 37}{space 1}   -0.39{col 46}{space 3}0.700{col 54}{space 4}-.2204163{col 67}{space 3} .1484439
{txt}{space 12} {c |}
{space 8}year {c |}
{space 7}1991  {c |}{col 14}{res}{space 2} .0256014{col 26}{space 2} .0596999{col 37}{space 1}    0.43{col 46}{space 3}0.669{col 54}{space 4}-.0926748{col 67}{space 3} .1438776
{txt}{space 7}1992  {c |}{col 14}{res}{space 2}-.0314087{col 26}{space 2} .0622776{col 37}{space 1}   -0.50{col 46}{space 3}0.615{col 54}{space 4}-.1547918{col 67}{space 3} .0919744
{txt}{space 7}1993  {c |}{col 14}{res}{space 2}-.0130462{col 26}{space 2}  .056151{col 37}{space 1}   -0.23{col 46}{space 3}0.817{col 54}{space 4}-.1242914{col 67}{space 3}  .098199
{txt}{space 7}1994  {c |}{col 14}{res}{space 2} .0537049{col 26}{space 2} .0523763{col 37}{space 1}    1.03{col 46}{space 3}0.307{col 54}{space 4}-.0500621{col 67}{space 3} .1574718
{txt}{space 7}1995  {c |}{col 14}{res}{space 2} .0184383{col 26}{space 2} .0472582{col 37}{space 1}    0.39{col 46}{space 3}0.697{col 54}{space 4}-.0751887{col 67}{space 3} .1120653
{txt}{space 7}1996  {c |}{col 14}{res}{space 2}-.0245773{col 26}{space 2} .0488172{col 37}{space 1}   -0.50{col 46}{space 3}0.616{col 54}{space 4} -.121293{col 67}{space 3} .0721384
{txt}{space 7}1997  {c |}{col 14}{res}{space 2} .0064771{col 26}{space 2} .0502706{col 37}{space 1}    0.13{col 46}{space 3}0.898{col 54}{space 4}-.0931179{col 67}{space 3} .1060722
{txt}{space 7}1998  {c |}{col 14}{res}{space 2} .0563907{col 26}{space 2} .0616834{col 37}{space 1}    0.91{col 46}{space 3}0.363{col 54}{space 4}-.0658152{col 67}{space 3} .1785965
{txt}{space 7}1999  {c |}{col 14}{res}{space 2} .0746663{col 26}{space 2} .0604807{col 37}{space 1}    1.23{col 46}{space 3}0.220{col 54}{space 4} -.045157{col 67}{space 3} .1944895
{txt}{space 7}2000  {c |}{col 14}{res}{space 2} .0490595{col 26}{space 2} .0677826{col 37}{space 1}    0.72{col 46}{space 3}0.471{col 54}{space 4}  -.08523{col 67}{space 3} .1833491
{txt}{space 7}2001  {c |}{col 14}{res}{space 2} .0338515{col 26}{space 2} .0520879{col 37}{space 1}    0.65{col 46}{space 3}0.517{col 54}{space 4} -.069344{col 67}{space 3}  .137047
{txt}{space 7}2002  {c |}{col 14}{res}{space 2} .0604251{col 26}{space 2} .0519557{col 37}{space 1}    1.16{col 46}{space 3}0.247{col 54}{space 4}-.0425086{col 67}{space 3} .1633588
{txt}{space 7}2003  {c |}{col 14}{res}{space 2}  .049729{col 26}{space 2} .0478842{col 37}{space 1}    1.04{col 46}{space 3}0.301{col 54}{space 4}-.0451383{col 67}{space 3} .1445962
{txt}{space 7}2004  {c |}{col 14}{res}{space 2}-.0697559{col 26}{space 2} .0583456{col 37}{space 1}   -1.20{col 46}{space 3}0.234{col 54}{space 4} -.185349{col 67}{space 3} .0458371
{txt}{space 7}2005  {c |}{col 14}{res}{space 2} .0382744{col 26}{space 2} .0538641{col 37}{space 1}    0.71{col 46}{space 3}0.479{col 54}{space 4}  -.06844{col 67}{space 3} .1449888
{txt}{space 7}2006  {c |}{col 14}{res}{space 2} .0364361{col 26}{space 2}  .064576{col 37}{space 1}    0.56{col 46}{space 3}0.574{col 54}{space 4}-.0915005{col 67}{space 3} .1643728
{txt}{space 7}2007  {c |}{col 14}{res}{space 2} .0622628{col 26}{space 2} .0554786{col 37}{space 1}    1.12{col 46}{space 3}0.264{col 54}{space 4}-.0476503{col 67}{space 3}  .172176
{txt}{space 7}2008  {c |}{col 14}{res}{space 2}-.0254526{col 26}{space 2} .0554039{col 37}{space 1}   -0.46{col 46}{space 3}0.647{col 54}{space 4}-.1352177{col 67}{space 3} .0843124
{txt}{space 7}2009  {c |}{col 14}{res}{space 2}-.0215801{col 26}{space 2}  .111482{col 37}{space 1}   -0.19{col 46}{space 3}0.847{col 54}{space 4} -.242446{col 67}{space 3} .1992858
{txt}{space 7}2010  {c |}{col 14}{res}{space 2} .0645771{col 26}{space 2} .1208405{col 37}{space 1}    0.53{col 46}{space 3}0.594{col 54}{space 4}-.1748298{col 67}{space 3} .3039839
{txt}{space 7}2011  {c |}{col 14}{res}{space 2} -.070266{col 26}{space 2} .1199603{col 37}{space 1}   -0.59{col 46}{space 3}0.559{col 54}{space 4}-.3079291{col 67}{space 3}  .167397
{txt}{space 12} {c |}
{space 7}_cons {c |}{col 14}{res}{space 2} .3933494{col 26}{space 2} .1923286{col 37}{space 1}    2.05{col 46}{space 3}0.043{col 54}{space 4} .0123117{col 67}{space 3}  .774387
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Linear regression                                      Number of obs ={res}     339
                                                       {txt}F( 32,   113) ={res}    1.95
                                                       {txt}Prob > F      = {res} 0.0057
                                                       {txt}R-squared     = {res} 0.1475
                                                       {txt}Root MSE      = {res} .12457

{txt}{ralign 78:(Std. Err. adjusted for {res:114} clusters in citystabbr)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}incumbentp~t{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
DIFFusmont~h {c |}{col 14}{res}{space 2} .0113101{col 26}{space 2} .0041329{col 37}{space 1}    2.74{col 46}{space 3}0.007{col 54}{space 4} .0031222{col 67}{space 3} .0194981
{txt}unemploymo~s {c |}{col 14}{res}{space 2} .0061005{col 26}{space 2} .0257057{col 37}{space 1}    0.24{col 46}{space 3}0.813{col 54}{space 4}-.0448272{col 67}{space 3} .0570281
{txt}CENSUS2000~c {c |}{col 14}{res}{space 2} .0069647{col 26}{space 2} .0023143{col 37}{space 1}    3.01{col 46}{space 3}0.003{col 54}{space 4} .0023796{col 67}{space 3} .0115498
{txt}logCENSUS2~p {c |}{col 14}{res}{space 2} .0062223{col 26}{space 2} .0098885{col 37}{space 1}    0.63{col 46}{space 3}0.530{col 54}{space 4}-.0133685{col 67}{space 3} .0258131
{txt}CEN~cpercent {c |}{col 14}{res}{space 2} .0891721{col 26}{space 2}  .051321{col 37}{space 1}    1.74{col 46}{space 3}0.085{col 54}{space 4} -.012504{col 67}{space 3} .1908482
{txt}CEN~kpercent {c |}{col 14}{res}{space 2}-.0002207{col 26}{space 2}  .062408{col 37}{space 1}   -0.00{col 46}{space 3}0.997{col 54}{space 4}-.1238622{col 67}{space 3} .1234207
{txt}CENSUS2000~s {c |}{col 14}{res}{space 2} -.317208{col 26}{space 2} .1748345{col 37}{space 1}   -1.81{col 46}{space 3}0.072{col 54}{space 4}-.6635867{col 67}{space 3} .0291707
{txt}CENSUS2000~e {c |}{col 14}{res}{space 2}-.0016777{col 26}{space 2} .0014333{col 37}{space 1}   -1.17{col 46}{space 3}0.244{col 54}{space 4}-.0045173{col 67}{space 3} .0011619
{txt}CENSUS1990~c {c |}{col 14}{res}{space 2}-.0058025{col 26}{space 2} .0025494{col 37}{space 1}   -2.28{col 46}{space 3}0.025{col 54}{space 4}-.0108533{col 67}{space 3}-.0007518
{txt}mayorcounc~m {c |}{col 14}{res}{space 2}    .0237{col 26}{space 2} .0187844{col 37}{space 1}    1.26{col 46}{space 3}0.210{col 54}{space 4}-.0135152{col 67}{space 3} .0609153
{txt}{space 3}demvs1988 {c |}{col 14}{res}{space 2}-.0379896{col 26}{space 2}  .091754{col 37}{space 1}   -0.41{col 46}{space 3}0.680{col 54}{space 4}-.2197708{col 67}{space 3} .1437916
{txt}{space 12} {c |}
{space 8}year {c |}
{space 7}1991  {c |}{col 14}{res}{space 2} .0254678{col 26}{space 2} .0592232{col 37}{space 1}    0.43{col 46}{space 3}0.668{col 54}{space 4} -.091864{col 67}{space 3} .1427997
{txt}{space 7}1992  {c |}{col 14}{res}{space 2} -.031547{col 26}{space 2} .0616754{col 37}{space 1}   -0.51{col 46}{space 3}0.610{col 54}{space 4} -.153737{col 67}{space 3}  .090643
{txt}{space 7}1993  {c |}{col 14}{res}{space 2}-.0133461{col 26}{space 2} .0554539{col 37}{space 1}   -0.24{col 46}{space 3}0.810{col 54}{space 4}-.1232103{col 67}{space 3}  .096518
{txt}{space 7}1994  {c |}{col 14}{res}{space 2} .0631934{col 26}{space 2}  .051312{col 37}{space 1}    1.23{col 46}{space 3}0.221{col 54}{space 4}-.0384649{col 67}{space 3} .1648517
{txt}{space 7}1995  {c |}{col 14}{res}{space 2} .0188598{col 26}{space 2} .0471062{col 37}{space 1}    0.40{col 46}{space 3}0.690{col 54}{space 4}-.0744662{col 67}{space 3} .1121857
{txt}{space 7}1996  {c |}{col 14}{res}{space 2}-.0066456{col 26}{space 2} .0461968{col 37}{space 1}   -0.14{col 46}{space 3}0.886{col 54}{space 4}-.0981699{col 67}{space 3} .0848787
{txt}{space 7}1997  {c |}{col 14}{res}{space 2} .0080019{col 26}{space 2}  .049999{col 37}{space 1}    0.16{col 46}{space 3}0.873{col 54}{space 4} -.091055{col 67}{space 3} .1070589
{txt}{space 7}1998  {c |}{col 14}{res}{space 2}  .057005{col 26}{space 2}  .061334{col 37}{space 1}    0.93{col 46}{space 3}0.355{col 54}{space 4}-.0645086{col 67}{space 3} .1785187
{txt}{space 7}1999  {c |}{col 14}{res}{space 2} .0759939{col 26}{space 2} .0600769{col 37}{space 1}    1.26{col 46}{space 3}0.208{col 54}{space 4}-.0430293{col 67}{space 3}  .195017
{txt}{space 7}2000  {c |}{col 14}{res}{space 2} .0496177{col 26}{space 2} .0667595{col 37}{space 1}    0.74{col 46}{space 3}0.459{col 54}{space 4}-.0826448{col 67}{space 3} .1818803
{txt}{space 7}2001  {c |}{col 14}{res}{space 2} .0347413{col 26}{space 2}  .051887{col 37}{space 1}    0.67{col 46}{space 3}0.505{col 54}{space 4}-.0680562{col 67}{space 3} .1375388
{txt}{space 7}2002  {c |}{col 14}{res}{space 2} .0636015{col 26}{space 2} .0509795{col 37}{space 1}    1.25{col 46}{space 3}0.215{col 54}{space 4} -.037398{col 67}{space 3}  .164601
{txt}{space 7}2003  {c |}{col 14}{res}{space 2} .0509038{col 26}{space 2} .0475106{col 37}{space 1}    1.07{col 46}{space 3}0.286{col 54}{space 4}-.0432233{col 67}{space 3} .1450309
{txt}{space 7}2004  {c |}{col 14}{res}{space 2}-.0567201{col 26}{space 2}  .058628{col 37}{space 1}   -0.97{col 46}{space 3}0.335{col 54}{space 4}-.1728729{col 67}{space 3} .0594326
{txt}{space 7}2005  {c |}{col 14}{res}{space 2} .0397424{col 26}{space 2} .0535274{col 37}{space 1}    0.74{col 46}{space 3}0.459{col 54}{space 4} -.066305{col 67}{space 3} .1457898
{txt}{space 7}2006  {c |}{col 14}{res}{space 2} .0370694{col 26}{space 2} .0643615{col 37}{space 1}    0.58{col 46}{space 3}0.566{col 54}{space 4}-.0904423{col 67}{space 3} .1645811
{txt}{space 7}2007  {c |}{col 14}{res}{space 2} .0635674{col 26}{space 2} .0551454{col 37}{space 1}    1.15{col 46}{space 3}0.251{col 54}{space 4}-.0456857{col 67}{space 3} .1728204
{txt}{space 7}2008  {c |}{col 14}{res}{space 2}-.0248931{col 26}{space 2} .0555398{col 37}{space 1}   -0.45{col 46}{space 3}0.655{col 54}{space 4}-.1349274{col 67}{space 3} .0851412
{txt}{space 7}2009  {c |}{col 14}{res}{space 2}-.0215211{col 26}{space 2} .1091879{col 37}{space 1}   -0.20{col 46}{space 3}0.844{col 54}{space 4}-.2378419{col 67}{space 3} .1947998
{txt}{space 7}2010  {c |}{col 14}{res}{space 2} .0636337{col 26}{space 2} .1186258{col 37}{space 1}    0.54{col 46}{space 3}0.593{col 54}{space 4}-.1713855{col 67}{space 3} .2986529
{txt}{space 7}2011  {c |}{col 14}{res}{space 2}-.0694518{col 26}{space 2} .1185501{col 37}{space 1}   -0.59{col 46}{space 3}0.559{col 54}{space 4}-.3043211{col 67}{space 3} .1654174
{txt}{space 12} {c |}
{space 7}_cons {c |}{col 14}{res}{space 2} .4064964{col 26}{space 2} .1878441{col 37}{space 1}    2.16{col 46}{space 3}0.033{col 54}{space 4} .0343434{col 67}{space 3} .7786493
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Linear regression                                      Number of obs ={res}     339
                                                       {txt}F( 32,   113) ={res}    1.99
                                                       {txt}Prob > F      = {res} 0.0044
                                                       {txt}R-squared     = {res} 0.1477
                                                       {txt}Root MSE      = {res} .12518

{txt}{ralign 78:(Std. Err. adjusted for {res:114} clusters in citystabbr)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}incumbentp~t{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
DIFFusmont~h {c |}{col 14}{res}{space 2} .0107407{col 26}{space 2} .0040748{col 37}{space 1}    2.64{col 46}{space 3}0.010{col 54}{space 4} .0026678{col 67}{space 3} .0188136
{txt}unemploymo~s {c |}{col 14}{res}{space 2} .0065515{col 26}{space 2} .0263235{col 37}{space 1}    0.25{col 46}{space 3}0.804{col 54}{space 4}-.0456001{col 67}{space 3} .0587032
{txt}CENSUS2000~c {c |}{col 14}{res}{space 2} .0068947{col 26}{space 2} .0023176{col 37}{space 1}    2.97{col 46}{space 3}0.004{col 54}{space 4} .0023031{col 67}{space 3} .0114864
{txt}logCENSUS2~p {c |}{col 14}{res}{space 2} .0061271{col 26}{space 2} .0099245{col 37}{space 1}    0.62{col 46}{space 3}0.538{col 54}{space 4}-.0135351{col 67}{space 3} .0257894
{txt}CEN~cpercent {c |}{col 14}{res}{space 2} .0918409{col 26}{space 2} .0514585{col 37}{space 1}    1.78{col 46}{space 3}0.077{col 54}{space 4}-.0101077{col 67}{space 3} .1937895
{txt}CEN~kpercent {c |}{col 14}{res}{space 2} .0077346{col 26}{space 2} .0615577{col 37}{space 1}    0.13{col 46}{space 3}0.900{col 54}{space 4}-.1142223{col 67}{space 3} .1296915
{txt}CENSUS2000~s {c |}{col 14}{res}{space 2}-.3037396{col 26}{space 2} .1746613{col 37}{space 1}   -1.74{col 46}{space 3}0.085{col 54}{space 4}-.6497752{col 67}{space 3}  .042296
{txt}CENSUS2000~e {c |}{col 14}{res}{space 2}-.0017747{col 26}{space 2} .0014261{col 37}{space 1}   -1.24{col 46}{space 3}0.216{col 54}{space 4}-.0046001{col 67}{space 3} .0010506
{txt}CENSUS1990~c {c |}{col 14}{res}{space 2} -.005547{col 26}{space 2} .0025305{col 37}{space 1}   -2.19{col 46}{space 3}0.030{col 54}{space 4}-.0105603{col 67}{space 3}-.0005336
{txt}mayorcounc~m {c |}{col 14}{res}{space 2} .0210592{col 26}{space 2} .0190984{col 37}{space 1}    1.10{col 46}{space 3}0.273{col 54}{space 4}-.0167782{col 67}{space 3} .0588967
{txt}{space 3}demvs1988 {c |}{col 14}{res}{space 2}-.0270198{col 26}{space 2} .0914052{col 37}{space 1}   -0.30{col 46}{space 3}0.768{col 54}{space 4}-.2081099{col 67}{space 3} .1540703
{txt}{space 12} {c |}
{space 8}year {c |}
{space 7}1991  {c |}{col 14}{res}{space 2} .0257758{col 26}{space 2} .0598382{col 37}{space 1}    0.43{col 46}{space 3}0.667{col 54}{space 4}-.0927745{col 67}{space 3} .1443261
{txt}{space 7}1992  {c |}{col 14}{res}{space 2} -.031202{col 26}{space 2} .0622736{col 37}{space 1}   -0.50{col 46}{space 3}0.617{col 54}{space 4}-.1545772{col 67}{space 3} .0921731
{txt}{space 7}1993  {c |}{col 14}{res}{space 2} -.013338{col 26}{space 2}  .056164{col 37}{space 1}   -0.24{col 46}{space 3}0.813{col 54}{space 4} -.124609{col 67}{space 3}  .097933
{txt}{space 7}1994  {c |}{col 14}{res}{space 2} .0536843{col 26}{space 2}  .052293{col 37}{space 1}    1.03{col 46}{space 3}0.307{col 54}{space 4}-.0499175{col 67}{space 3} .1572861
{txt}{space 7}1995  {c |}{col 14}{res}{space 2} .0196436{col 26}{space 2}  .047184{col 37}{space 1}    0.42{col 46}{space 3}0.678{col 54}{space 4}-.0738364{col 67}{space 3} .1131236
{txt}{space 7}1996  {c |}{col 14}{res}{space 2}-.0241645{col 26}{space 2}  .048839{col 37}{space 1}   -0.49{col 46}{space 3}0.622{col 54}{space 4}-.1209235{col 67}{space 3} .0725944
{txt}{space 7}1997  {c |}{col 14}{res}{space 2} .0086571{col 26}{space 2}  .050202{col 37}{space 1}    0.17{col 46}{space 3}0.863{col 54}{space 4} -.090802{col 67}{space 3} .1081162
{txt}{space 7}1998  {c |}{col 14}{res}{space 2} .0580204{col 26}{space 2} .0617018{col 37}{space 1}    0.94{col 46}{space 3}0.349{col 54}{space 4}-.0642221{col 67}{space 3} .1802629
{txt}{space 7}1999  {c |}{col 14}{res}{space 2} .0773335{col 26}{space 2} .0604555{col 37}{space 1}    1.28{col 46}{space 3}0.203{col 54}{space 4}-.0424399{col 67}{space 3} .1971068
{txt}{space 7}2000  {c |}{col 14}{res}{space 2} .0507771{col 26}{space 2} .0676385{col 37}{space 1}    0.75{col 46}{space 3}0.454{col 54}{space 4} -.083227{col 67}{space 3} .1847812
{txt}{space 7}2001  {c |}{col 14}{res}{space 2} .0343197{col 26}{space 2} .0519907{col 37}{space 1}    0.66{col 46}{space 3}0.511{col 54}{space 4}-.0686833{col 67}{space 3} .1373227
{txt}{space 7}2002  {c |}{col 14}{res}{space 2}   .05396{col 26}{space 2}  .051862{col 37}{space 1}    1.04{col 46}{space 3}0.300{col 54}{space 4}-.0487879{col 67}{space 3} .1567079
{txt}{space 7}2003  {c |}{col 14}{res}{space 2} .0507896{col 26}{space 2} .0476956{col 37}{space 1}    1.06{col 46}{space 3}0.289{col 54}{space 4} -.043704{col 67}{space 3} .1452833
{txt}{space 7}2004  {c |}{col 14}{res}{space 2}-.0686909{col 26}{space 2} .0583101{col 37}{space 1}   -1.18{col 46}{space 3}0.241{col 54}{space 4}-.1842138{col 67}{space 3} .0468319
{txt}{space 7}2005  {c |}{col 14}{res}{space 2} .0394755{col 26}{space 2} .0536041{col 37}{space 1}    0.74{col 46}{space 3}0.463{col 54}{space 4}-.0667238{col 67}{space 3} .1456748
{txt}{space 7}2006  {c |}{col 14}{res}{space 2} .0380416{col 26}{space 2} .0645409{col 37}{space 1}    0.59{col 46}{space 3}0.557{col 54}{space 4}-.0898257{col 67}{space 3} .1659088
{txt}{space 7}2007  {c |}{col 14}{res}{space 2} .0647917{col 26}{space 2} .0553584{col 37}{space 1}    1.17{col 46}{space 3}0.244{col 54}{space 4}-.0448833{col 67}{space 3} .1744667
{txt}{space 7}2008  {c |}{col 14}{res}{space 2}-.0248538{col 26}{space 2} .0554375{col 37}{space 1}   -0.45{col 46}{space 3}0.655{col 54}{space 4}-.1346855{col 67}{space 3} .0849779
{txt}{space 7}2009  {c |}{col 14}{res}{space 2}-.0238304{col 26}{space 2} .1119286{col 37}{space 1}   -0.21{col 46}{space 3}0.832{col 54}{space 4}-.2455811{col 67}{space 3} .1979204
{txt}{space 7}2010  {c |}{col 14}{res}{space 2} .0613095{col 26}{space 2} .1209379{col 37}{space 1}    0.51{col 46}{space 3}0.613{col 54}{space 4}-.1782904{col 67}{space 3} .3009094
{txt}{space 7}2011  {c |}{col 14}{res}{space 2}-.0700057{col 26}{space 2} .1203372{col 37}{space 1}   -0.58{col 46}{space 3}0.562{col 54}{space 4}-.3084155{col 67}{space 3} .1684041
{txt}{space 12} {c |}
{space 7}_cons {c |}{col 14}{res}{space 2} .3929945{col 26}{space 2} .1923539{col 37}{space 1}    2.04{col 46}{space 3}0.043{col 54}{space 4} .0119066{col 67}{space 3} .7740823
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Linear regression                                      Number of obs ={res}     337
                                                       {txt}F( 32,   113) ={res}    1.98
                                                       {txt}Prob > F      = {res} 0.0046
                                                       {txt}R-squared     = {res} 0.1509
                                                       {txt}Root MSE      = {res} .12529

{txt}{ralign 78:(Std. Err. adjusted for {res:114} clusters in citystabbr)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}incumbentp~t{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
DIFFusmont~h {c |}{col 14}{res}{space 2} .0107049{col 26}{space 2} .0041216{col 37}{space 1}    2.60{col 46}{space 3}0.011{col 54}{space 4} .0025393{col 67}{space 3} .0188704
{txt}unemploymo~s {c |}{col 14}{res}{space 2} .0006815{col 26}{space 2} .0261521{col 37}{space 1}    0.03{col 46}{space 3}0.979{col 54}{space 4}-.0511306{col 67}{space 3} .0524936
{txt}CENSUS2000~c {c |}{col 14}{res}{space 2} .0068861{col 26}{space 2} .0022954{col 37}{space 1}    3.00{col 46}{space 3}0.003{col 54}{space 4} .0023385{col 67}{space 3} .0114337
{txt}logCENSUS2~p {c |}{col 14}{res}{space 2} .0081965{col 26}{space 2} .0100103{col 37}{space 1}    0.82{col 46}{space 3}0.415{col 54}{space 4}-.0116357{col 67}{space 3} .0280288
{txt}CEN~cpercent {c |}{col 14}{res}{space 2} .0849468{col 26}{space 2} .0520572{col 37}{space 1}    1.63{col 46}{space 3}0.106{col 54}{space 4} -.018188{col 67}{space 3} .1880815
{txt}CEN~kpercent {c |}{col 14}{res}{space 2}-.0052204{col 26}{space 2} .0626886{col 37}{space 1}   -0.08{col 46}{space 3}0.934{col 54}{space 4}-.1294179{col 67}{space 3}  .118977
{txt}CENSUS2000~s {c |}{col 14}{res}{space 2}-.3026159{col 26}{space 2} .1747386{col 37}{space 1}   -1.73{col 46}{space 3}0.086{col 54}{space 4}-.6488046{col 67}{space 3} .0435728
{txt}CENSUS2000~e {c |}{col 14}{res}{space 2}-.0018573{col 26}{space 2}  .001423{col 37}{space 1}   -1.31{col 46}{space 3}0.194{col 54}{space 4}-.0046765{col 67}{space 3} .0009618
{txt}CENSUS1990~c {c |}{col 14}{res}{space 2}-.0057553{col 26}{space 2} .0025204{col 37}{space 1}   -2.28{col 46}{space 3}0.024{col 54}{space 4}-.0107488{col 67}{space 3}-.0007619
{txt}mayorcounc~m {c |}{col 14}{res}{space 2} .0201035{col 26}{space 2} .0194375{col 37}{space 1}    1.03{col 46}{space 3}0.303{col 54}{space 4}-.0184056{col 67}{space 3} .0586126
{txt}{space 3}demvs1988 {c |}{col 14}{res}{space 2}-.0316415{col 26}{space 2} .0912864{col 37}{space 1}   -0.35{col 46}{space 3}0.730{col 54}{space 4}-.2124963{col 67}{space 3} .1492132
{txt}{space 12} {c |}
{space 8}year {c |}
{space 7}1991  {c |}{col 14}{res}{space 2} .0292945{col 26}{space 2} .0588937{col 37}{space 1}    0.50{col 46}{space 3}0.620{col 54}{space 4}-.0873845{col 67}{space 3} .1459735
{txt}{space 7}1992  {c |}{col 14}{res}{space 2}-.0227986{col 26}{space 2} .0614698{col 37}{space 1}   -0.37{col 46}{space 3}0.711{col 54}{space 4}-.1445813{col 67}{space 3} .0989842
{txt}{space 7}1993  {c |}{col 14}{res}{space 2}-.0196696{col 26}{space 2} .0560461{col 37}{space 1}   -0.35{col 46}{space 3}0.726{col 54}{space 4}-.1307071{col 67}{space 3} .0913679
{txt}{space 7}1994  {c |}{col 14}{res}{space 2} .0627178{col 26}{space 2} .0507804{col 37}{space 1}    1.24{col 46}{space 3}0.219{col 54}{space 4}-.0378872{col 67}{space 3} .1633228
{txt}{space 7}1995  {c |}{col 14}{res}{space 2}  .015321{col 26}{space 2} .0466239{col 37}{space 1}    0.33{col 46}{space 3}0.743{col 54}{space 4}-.0770493{col 67}{space 3} .1076913
{txt}{space 7}1996  {c |}{col 14}{res}{space 2}-.0271603{col 26}{space 2} .0483089{col 37}{space 1}   -0.56{col 46}{space 3}0.575{col 54}{space 4} -.122869{col 67}{space 3} .0685484
{txt}{space 7}1997  {c |}{col 14}{res}{space 2}  .003881{col 26}{space 2}  .050704{col 37}{space 1}    0.08{col 46}{space 3}0.939{col 54}{space 4}-.0965729{col 67}{space 3} .1043348
{txt}{space 7}1998  {c |}{col 14}{res}{space 2} .0490139{col 26}{space 2}  .061421{col 37}{space 1}    0.80{col 46}{space 3}0.427{col 54}{space 4}-.0726721{col 67}{space 3}    .1707
{txt}{space 7}1999  {c |}{col 14}{res}{space 2} .0640931{col 26}{space 2} .0601545{col 37}{space 1}    1.07{col 46}{space 3}0.289{col 54}{space 4}-.0550838{col 67}{space 3}   .18327
{txt}{space 7}2000  {c |}{col 14}{res}{space 2} .0389602{col 26}{space 2} .0669349{col 37}{space 1}    0.58{col 46}{space 3}0.562{col 54}{space 4}-.0936498{col 67}{space 3} .1715703
{txt}{space 7}2001  {c |}{col 14}{res}{space 2}  .034669{col 26}{space 2} .0517308{col 37}{space 1}    0.67{col 46}{space 3}0.504{col 54}{space 4}-.0678191{col 67}{space 3}  .137157
{txt}{space 7}2002  {c |}{col 14}{res}{space 2} .0620847{col 26}{space 2} .0503572{col 37}{space 1}    1.23{col 46}{space 3}0.220{col 54}{space 4}-.0376821{col 67}{space 3} .1618514
{txt}{space 7}2003  {c |}{col 14}{res}{space 2} .0476147{col 26}{space 2} .0470018{col 37}{space 1}    1.01{col 46}{space 3}0.313{col 54}{space 4}-.0455044{col 67}{space 3} .1407337
{txt}{space 7}2004  {c |}{col 14}{res}{space 2}-.0722712{col 26}{space 2} .0580665{col 37}{space 1}   -1.24{col 46}{space 3}0.216{col 54}{space 4}-.1873115{col 67}{space 3}  .042769
{txt}{space 7}2005  {c |}{col 14}{res}{space 2}  .031888{col 26}{space 2} .0543228{col 37}{space 1}    0.59{col 46}{space 3}0.558{col 54}{space 4}-.0757354{col 67}{space 3} .1395113
{txt}{space 7}2006  {c |}{col 14}{res}{space 2} .0294449{col 26}{space 2} .0640324{col 37}{space 1}    0.46{col 46}{space 3}0.647{col 54}{space 4}-.0974148{col 67}{space 3} .1563045
{txt}{space 7}2007  {c |}{col 14}{res}{space 2}  .054025{col 26}{space 2} .0548541{col 37}{space 1}    0.98{col 46}{space 3}0.327{col 54}{space 4}-.0546509{col 67}{space 3} .1627008
{txt}{space 7}2008  {c |}{col 14}{res}{space 2}-.0247234{col 26}{space 2} .0550396{col 37}{space 1}   -0.45{col 46}{space 3}0.654{col 54}{space 4}-.1337668{col 67}{space 3} .0843199
{txt}{space 7}2009  {c |}{col 14}{res}{space 2}-.0049317{col 26}{space 2} .1101537{col 37}{space 1}   -0.04{col 46}{space 3}0.964{col 54}{space 4}-.2231661{col 67}{space 3} .2133027
{txt}{space 7}2010  {c |}{col 14}{res}{space 2} .0827338{col 26}{space 2} .1201999{col 37}{space 1}    0.69{col 46}{space 3}0.493{col 54}{space 4}-.1554038{col 67}{space 3} .3208715
{txt}{space 7}2011  {c |}{col 14}{res}{space 2}  -.05768{col 26}{space 2} .1184237{col 37}{space 1}   -0.49{col 46}{space 3}0.627{col 54}{space 4}-.2922986{col 67}{space 3} .1769386
{txt}{space 12} {c |}
{space 7}_cons {c |}{col 14}{res}{space 2} .4170827{col 26}{space 2} .1917348{col 37}{space 1}    2.18{col 46}{space 3}0.032{col 54}{space 4} .0372215{col 67}{space 3} .7969439
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Linear regression                                      Number of obs ={res}     337
                                                       {txt}F( 32,   113) ={res}    2.05
                                                       {txt}Prob > F      = {res} 0.0031
                                                       {txt}R-squared     = {res} 0.1481
                                                       {txt}Root MSE      = {res} .12512

{txt}{ralign 78:(Std. Err. adjusted for {res:114} clusters in citystabbr)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}incumbentp~t{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
DIFFusmont~h {c |}{col 14}{res}{space 2} .0114345{col 26}{space 2} .0041246{col 37}{space 1}    2.77{col 46}{space 3}0.007{col 54}{space 4} .0032629{col 67}{space 3}  .019606
{txt}unemploymo~s {c |}{col 14}{res}{space 2} .0113735{col 26}{space 2} .0257115{col 37}{space 1}    0.44{col 46}{space 3}0.659{col 54}{space 4}-.0395655{col 67}{space 3} .0623126
{txt}CENSUS2000~c {c |}{col 14}{res}{space 2} .0069007{col 26}{space 2}  .002285{col 37}{space 1}    3.02{col 46}{space 3}0.003{col 54}{space 4} .0023737{col 67}{space 3} .0114277
{txt}logCENSUS2~p {c |}{col 14}{res}{space 2} .0077841{col 26}{space 2} .0103653{col 37}{space 1}    0.75{col 46}{space 3}0.454{col 54}{space 4}-.0127514{col 67}{space 3} .0283196
{txt}CEN~cpercent {c |}{col 14}{res}{space 2} .0878542{col 26}{space 2} .0524358{col 37}{space 1}    1.68{col 46}{space 3}0.097{col 54}{space 4}-.0160306{col 67}{space 3}  .191739
{txt}CEN~kpercent {c |}{col 14}{res}{space 2}-.0014591{col 26}{space 2}  .061667{col 37}{space 1}   -0.02{col 46}{space 3}0.981{col 54}{space 4}-.1236325{col 67}{space 3} .1207144
{txt}CENSUS2000~s {c |}{col 14}{res}{space 2}-.3091009{col 26}{space 2}   .17578{col 37}{space 1}   -1.76{col 46}{space 3}0.081{col 54}{space 4}-.6573527{col 67}{space 3} .0391509
{txt}CENSUS2000~e {c |}{col 14}{res}{space 2}-.0018896{col 26}{space 2} .0014294{col 37}{space 1}   -1.32{col 46}{space 3}0.189{col 54}{space 4}-.0047215{col 67}{space 3} .0009423
{txt}CENSUS1990~c {c |}{col 14}{res}{space 2}-.0058178{col 26}{space 2} .0025468{col 37}{space 1}   -2.28{col 46}{space 3}0.024{col 54}{space 4}-.0108634{col 67}{space 3}-.0007722
{txt}mayorcounc~m {c |}{col 14}{res}{space 2} .0186919{col 26}{space 2} .0202566{col 37}{space 1}    0.92{col 46}{space 3}0.358{col 54}{space 4}-.0214401{col 67}{space 3} .0588239
{txt}{space 3}demvs1988 {c |}{col 14}{res}{space 2} -.026706{col 26}{space 2} .0916861{col 37}{space 1}   -0.29{col 46}{space 3}0.771{col 54}{space 4}-.2083527{col 67}{space 3} .1549407
{txt}{space 12} {c |}
{space 8}year {c |}
{space 7}1991  {c |}{col 14}{res}{space 2}-.0063731{col 26}{space 2} .0566384{col 37}{space 1}   -0.11{col 46}{space 3}0.911{col 54}{space 4} -.118584{col 67}{space 3} .1058377
{txt}{space 7}1992  {c |}{col 14}{res}{space 2}-.0650139{col 26}{space 2} .0592757{col 37}{space 1}   -1.10{col 46}{space 3}0.275{col 54}{space 4}-.1824498{col 67}{space 3}  .052422
{txt}{space 7}1993  {c |}{col 14}{res}{space 2}-.0449503{col 26}{space 2} .0521564{col 37}{space 1}   -0.86{col 46}{space 3}0.391{col 54}{space 4}-.1482815{col 67}{space 3} .0583809
{txt}{space 7}1994  {c |}{col 14}{res}{space 2} .0376213{col 26}{space 2} .0478163{col 37}{space 1}    0.79{col 46}{space 3}0.433{col 54}{space 4}-.0571115{col 67}{space 3}  .132354
{txt}{space 7}1995  {c |}{col 14}{res}{space 2}-.0064106{col 26}{space 2} .0432104{col 37}{space 1}   -0.15{col 46}{space 3}0.882{col 54}{space 4}-.0920181{col 67}{space 3}  .079197
{txt}{space 7}1996  {c |}{col 14}{res}{space 2}-.0466304{col 26}{space 2} .0459433{col 37}{space 1}   -1.01{col 46}{space 3}0.312{col 54}{space 4}-.1376524{col 67}{space 3} .0443915
{txt}{space 7}1997  {c |}{col 14}{res}{space 2}-.0134029{col 26}{space 2} .0463695{col 37}{space 1}   -0.29{col 46}{space 3}0.773{col 54}{space 4}-.1052693{col 67}{space 3} .0784635
{txt}{space 7}1998  {c |}{col 14}{res}{space 2}  .039012{col 26}{space 2} .0597621{col 37}{space 1}    0.65{col 46}{space 3}0.515{col 54}{space 4}-.0793875{col 67}{space 3} .1574115
{txt}{space 7}1999  {c |}{col 14}{res}{space 2} .0577814{col 26}{space 2} .0566699{col 37}{space 1}    1.02{col 46}{space 3}0.310{col 54}{space 4}-.0544919{col 67}{space 3} .1700547
{txt}{space 7}2000  {c |}{col 14}{res}{space 2} .0354909{col 26}{space 2} .0639938{col 37}{space 1}    0.55{col 46}{space 3}0.580{col 54}{space 4}-.0912924{col 67}{space 3} .1622741
{txt}{space 7}2001  {c |}{col 14}{res}{space 2}  .011188{col 26}{space 2} .0480586{col 37}{space 1}    0.23{col 46}{space 3}0.816{col 54}{space 4}-.0840246{col 67}{space 3} .1064007
{txt}{space 7}2002  {c |}{col 14}{res}{space 2} .0385995{col 26}{space 2} .0482859{col 37}{space 1}    0.80{col 46}{space 3}0.426{col 54}{space 4}-.0570635{col 67}{space 3} .1342625
{txt}{space 7}2003  {c |}{col 14}{res}{space 2} .0228732{col 26}{space 2} .0433984{col 37}{space 1}    0.53{col 46}{space 3}0.599{col 54}{space 4}-.0631068{col 67}{space 3} .1088533
{txt}{space 7}2004  {c |}{col 14}{res}{space 2}-.0930647{col 26}{space 2} .0556459{col 37}{space 1}   -1.67{col 46}{space 3}0.097{col 54}{space 4}-.2033093{col 67}{space 3} .0171799
{txt}{space 7}2005  {c |}{col 14}{res}{space 2}  .016073{col 26}{space 2} .0497366{col 37}{space 1}    0.32{col 46}{space 3}0.747{col 54}{space 4}-.0824641{col 67}{space 3} .1146101
{txt}{space 7}2006  {c |}{col 14}{res}{space 2} .0140415{col 26}{space 2} .0616694{col 37}{space 1}    0.23{col 46}{space 3}0.820{col 54}{space 4}-.1081368{col 67}{space 3} .1362198
{txt}{space 7}2007  {c |}{col 14}{res}{space 2} .0430303{col 26}{space 2} .0515592{col 37}{space 1}    0.83{col 46}{space 3}0.406{col 54}{space 4}-.0591177{col 67}{space 3} .1451783
{txt}{space 7}2008  {c |}{col 14}{res}{space 2}-.0527626{col 26}{space 2} .0510974{col 37}{space 1}   -1.03{col 46}{space 3}0.304{col 54}{space 4}-.1539959{col 67}{space 3} .0484706
{txt}{space 7}2009  {c |}{col 14}{res}{space 2}-.0692927{col 26}{space 2} .1076224{col 37}{space 1}   -0.64{col 46}{space 3}0.521{col 54}{space 4} -.282512{col 67}{space 3} .1439267
{txt}{space 7}2010  {c |}{col 14}{res}{space 2} .0072902{col 26}{space 2} .1171607{col 37}{space 1}    0.06{col 46}{space 3}0.950{col 54}{space 4}-.2248263{col 67}{space 3} .2394067
{txt}{space 7}2011  {c |}{col 14}{res}{space 2}-.1138234{col 26}{space 2} .1174458{col 37}{space 1}   -0.97{col 46}{space 3}0.335{col 54}{space 4}-.3465046{col 67}{space 3} .1188579
{txt}{space 12} {c |}
{space 7}_cons {c |}{col 14}{res}{space 2} .3838646{col 26}{space 2} .1894903{col 37}{space 1}    2.03{col 46}{space 3}0.045{col 54}{space 4} .0084502{col 67}{space 3}  .759279
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Linear regression                                      Number of obs ={res}     338
                                                       {txt}F( 32,   113) ={res}    2.05
                                                       {txt}Prob > F      = {res} 0.0031
                                                       {txt}R-squared     = {res} 0.1502
                                                       {txt}Root MSE      = {res} .12554

{txt}{ralign 78:(Std. Err. adjusted for {res:114} clusters in citystabbr)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}incumbentp~t{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
DIFFusmont~h {c |}{col 14}{res}{space 2} .0109786{col 26}{space 2}  .004079{col 37}{space 1}    2.69{col 46}{space 3}0.008{col 54}{space 4} .0028973{col 67}{space 3} .0190598
{txt}unemploymo~s {c |}{col 14}{res}{space 2} .0114166{col 26}{space 2}  .026792{col 37}{space 1}    0.43{col 46}{space 3}0.671{col 54}{space 4}-.0416631{col 67}{space 3} .0644964
{txt}CENSUS2000~c {c |}{col 14}{res}{space 2} .0067919{col 26}{space 2} .0022971{col 37}{space 1}    2.96{col 46}{space 3}0.004{col 54}{space 4} .0022409{col 67}{space 3} .0113429
{txt}logCENSUS2~p {c |}{col 14}{res}{space 2} .0081467{col 26}{space 2} .0101247{col 37}{space 1}    0.80{col 46}{space 3}0.423{col 54}{space 4}-.0119121{col 67}{space 3} .0282056
{txt}CEN~cpercent {c |}{col 14}{res}{space 2} .0858774{col 26}{space 2} .0517517{col 37}{space 1}    1.66{col 46}{space 3}0.100{col 54}{space 4} -.016652{col 67}{space 3} .1884068
{txt}CEN~kpercent {c |}{col 14}{res}{space 2}-.0023025{col 26}{space 2} .0619481{col 37}{space 1}   -0.04{col 46}{space 3}0.970{col 54}{space 4}-.1250329{col 67}{space 3} .1204279
{txt}CENSUS2000~s {c |}{col 14}{res}{space 2}-.3050013{col 26}{space 2} .1759297{col 37}{space 1}   -1.73{col 46}{space 3}0.086{col 54}{space 4}-.6535497{col 67}{space 3} .0435471
{txt}CENSUS2000~e {c |}{col 14}{res}{space 2}-.0018787{col 26}{space 2}  .001432{col 37}{space 1}   -1.31{col 46}{space 3}0.192{col 54}{space 4}-.0047158{col 67}{space 3} .0009584
{txt}CENSUS1990~c {c |}{col 14}{res}{space 2}-.0056231{col 26}{space 2} .0025508{col 37}{space 1}   -2.20{col 46}{space 3}0.030{col 54}{space 4}-.0106766{col 67}{space 3}-.0005695
{txt}mayorcounc~m {c |}{col 14}{res}{space 2} .0185196{col 26}{space 2} .0189647{col 37}{space 1}    0.98{col 46}{space 3}0.331{col 54}{space 4}-.0190529{col 67}{space 3} .0560921
{txt}{space 3}demvs1988 {c |}{col 14}{res}{space 2}-.0277696{col 26}{space 2} .0930016{col 37}{space 1}   -0.30{col 46}{space 3}0.766{col 54}{space 4}-.2120225{col 67}{space 3} .1564833
{txt}{space 12} {c |}
{space 8}year {c |}
{space 7}1991  {c |}{col 14}{res}{space 2}  .017896{col 26}{space 2} .0601474{col 37}{space 1}    0.30{col 46}{space 3}0.767{col 54}{space 4}-.1012669{col 67}{space 3} .1370589
{txt}{space 7}1992  {c |}{col 14}{res}{space 2}-.0409519{col 26}{space 2} .0629214{col 37}{space 1}   -0.65{col 46}{space 3}0.516{col 54}{space 4}-.1656106{col 67}{space 3} .0837068
{txt}{space 7}1993  {c |}{col 14}{res}{space 2}-.0207279{col 26}{space 2} .0563452{col 37}{space 1}   -0.37{col 46}{space 3}0.714{col 54}{space 4}-.1323579{col 67}{space 3} .0909021
{txt}{space 7}1994  {c |}{col 14}{res}{space 2} .0605411{col 26}{space 2}  .051059{col 37}{space 1}    1.19{col 46}{space 3}0.238{col 54}{space 4} -.040616{col 67}{space 3} .1616982
{txt}{space 7}1995  {c |}{col 14}{res}{space 2} .0178019{col 26}{space 2} .0474111{col 37}{space 1}    0.38{col 46}{space 3}0.708{col 54}{space 4}-.0761281{col 67}{space 3} .1117319
{txt}{space 7}1996  {c |}{col 14}{res}{space 2}-.0230878{col 26}{space 2} .0491594{col 37}{space 1}   -0.47{col 46}{space 3}0.640{col 54}{space 4}-.1204814{col 67}{space 3} .0743059
{txt}{space 7}1997  {c |}{col 14}{res}{space 2} .0107174{col 26}{space 2} .0505976{col 37}{space 1}    0.21{col 46}{space 3}0.833{col 54}{space 4}-.0895256{col 67}{space 3} .1109605
{txt}{space 7}1998  {c |}{col 14}{res}{space 2}  .063178{col 26}{space 2} .0620938{col 37}{space 1}    1.02{col 46}{space 3}0.311{col 54}{space 4}-.0598411{col 67}{space 3} .1861971
{txt}{space 7}1999  {c |}{col 14}{res}{space 2} .0820232{col 26}{space 2} .0612397{col 37}{space 1}    1.34{col 46}{space 3}0.183{col 54}{space 4}-.0393037{col 67}{space 3} .2033501
{txt}{space 7}2000  {c |}{col 14}{res}{space 2} .0644071{col 26}{space 2} .0688543{col 37}{space 1}    0.94{col 46}{space 3}0.352{col 54}{space 4}-.0720057{col 67}{space 3} .2008199
{txt}{space 7}2001  {c |}{col 14}{res}{space 2} .0351108{col 26}{space 2} .0522543{col 37}{space 1}    0.67{col 46}{space 3}0.503{col 54}{space 4}-.0684143{col 67}{space 3} .1386359
{txt}{space 7}2002  {c |}{col 14}{res}{space 2} .0620339{col 26}{space 2} .0511259{col 37}{space 1}    1.21{col 46}{space 3}0.228{col 54}{space 4}-.0392557{col 67}{space 3} .1633236
{txt}{space 7}2003  {c |}{col 14}{res}{space 2} .0468032{col 26}{space 2} .0477613{col 37}{space 1}    0.98{col 46}{space 3}0.329{col 54}{space 4}-.0478206{col 67}{space 3}  .141427
{txt}{space 7}2004  {c |}{col 14}{res}{space 2}-.0716215{col 26}{space 2} .0613329{col 37}{space 1}   -1.17{col 46}{space 3}0.245{col 54}{space 4} -.193133{col 67}{space 3}   .04989
{txt}{space 7}2005  {c |}{col 14}{res}{space 2} .0400424{col 26}{space 2} .0538615{col 37}{space 1}    0.74{col 46}{space 3}0.459{col 54}{space 4}-.0666669{col 67}{space 3} .1467517
{txt}{space 7}2006  {c |}{col 14}{res}{space 2} .0431496{col 26}{space 2} .0652179{col 37}{space 1}    0.66{col 46}{space 3}0.510{col 54}{space 4}-.0860589{col 67}{space 3} .1723581
{txt}{space 7}2007  {c |}{col 14}{res}{space 2} .0673003{col 26}{space 2} .0558815{col 37}{space 1}    1.20{col 46}{space 3}0.231{col 54}{space 4}-.0434111{col 67}{space 3} .1780117
{txt}{space 7}2008  {c |}{col 14}{res}{space 2}-.0354527{col 26}{space 2} .0575213{col 37}{space 1}   -0.62{col 46}{space 3}0.539{col 54}{space 4}-.1494128{col 67}{space 3} .0785074
{txt}{space 7}2009  {c |}{col 14}{res}{space 2}-.0455303{col 26}{space 2} .1129791{col 37}{space 1}   -0.40{col 46}{space 3}0.688{col 54}{space 4}-.2693622{col 67}{space 3} .1783016
{txt}{space 7}2010  {c |}{col 14}{res}{space 2} .0409077{col 26}{space 2} .1229609{col 37}{space 1}    0.33{col 46}{space 3}0.740{col 54}{space 4}   -.2027{col 67}{space 3} .2845154
{txt}{space 7}2011  {c |}{col 14}{res}{space 2}-.0892823{col 26}{space 2} .1202624{col 37}{space 1}   -0.74{col 46}{space 3}0.459{col 54}{space 4}-.3275437{col 67}{space 3} .1489791
{txt}{space 12} {c |}
{space 7}_cons {c |}{col 14}{res}{space 2} .3539204{col 26}{space 2} .1968379{col 37}{space 1}    1.80{col 46}{space 3}0.075{col 54}{space 4}-.0360509{col 67}{space 3} .7438918
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Linear regression                                      Number of obs ={res}     340
                                                       {txt}F( 32,   113) ={res}    2.04
                                                       {txt}Prob > F      = {res} 0.0034
                                                       {txt}R-squared     = {res} 0.1491
                                                       {txt}Root MSE      = {res} .12523

{txt}{ralign 78:(Std. Err. adjusted for {res:114} clusters in citystabbr)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}incumbentp~t{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
DIFFusmont~h {c |}{col 14}{res}{space 2} .0110354{col 26}{space 2} .0040916{col 37}{space 1}    2.70{col 46}{space 3}0.008{col 54}{space 4} .0029291{col 67}{space 3} .0191416
{txt}unemploymo~s {c |}{col 14}{res}{space 2} .0066385{col 26}{space 2} .0259064{col 37}{space 1}    0.26{col 46}{space 3}0.798{col 54}{space 4}-.0446868{col 67}{space 3} .0579638
{txt}CENSUS2000~c {c |}{col 14}{res}{space 2} .0067421{col 26}{space 2} .0023031{col 37}{space 1}    2.93{col 46}{space 3}0.004{col 54}{space 4} .0021792{col 67}{space 3} .0113049
{txt}logCENSUS2~p {c |}{col 14}{res}{space 2} .0082849{col 26}{space 2} .0101178{col 37}{space 1}    0.82{col 46}{space 3}0.415{col 54}{space 4}-.0117603{col 67}{space 3} .0283301
{txt}CEN~cpercent {c |}{col 14}{res}{space 2} .0864014{col 26}{space 2} .0512392{col 37}{space 1}    1.69{col 46}{space 3}0.095{col 54}{space 4}-.0151127{col 67}{space 3} .1879155
{txt}CEN~kpercent {c |}{col 14}{res}{space 2}-.0012205{col 26}{space 2} .0617271{col 37}{space 1}   -0.02{col 46}{space 3}0.984{col 54}{space 4} -.123513{col 67}{space 3} .1210719
{txt}CENSUS2000~s {c |}{col 14}{res}{space 2}-.3073162{col 26}{space 2} .1743184{col 37}{space 1}   -1.76{col 46}{space 3}0.081{col 54}{space 4}-.6526724{col 67}{space 3} .0380401
{txt}CENSUS2000~e {c |}{col 14}{res}{space 2} -.001824{col 26}{space 2} .0014367{col 37}{space 1}   -1.27{col 46}{space 3}0.207{col 54}{space 4}-.0046704{col 67}{space 3} .0010224
{txt}CENSUS1990~c {c |}{col 14}{res}{space 2} -.005653{col 26}{space 2}  .002543{col 37}{space 1}   -2.22{col 46}{space 3}0.028{col 54}{space 4}-.0106912{col 67}{space 3}-.0006148
{txt}mayorcounc~m {c |}{col 14}{res}{space 2} .0179206{col 26}{space 2}  .019442{col 37}{space 1}    0.92{col 46}{space 3}0.359{col 54}{space 4}-.0205976{col 67}{space 3} .0564388
{txt}{space 3}demvs1988 {c |}{col 14}{res}{space 2}-.0264964{col 26}{space 2} .0916098{col 37}{space 1}   -0.29{col 46}{space 3}0.773{col 54}{space 4}-.2079919{col 67}{space 3} .1549992
{txt}{space 12} {c |}
{space 8}year {c |}
{space 7}1991  {c |}{col 14}{res}{space 2} .0233481{col 26}{space 2} .0590936{col 37}{space 1}    0.40{col 46}{space 3}0.694{col 54}{space 4} -.093727{col 67}{space 3} .1404231
{txt}{space 7}1992  {c |}{col 14}{res}{space 2}-.0326851{col 26}{space 2} .0614683{col 37}{space 1}   -0.53{col 46}{space 3}0.596{col 54}{space 4} -.154465{col 67}{space 3} .0890947
{txt}{space 7}1993  {c |}{col 14}{res}{space 2}-.0162889{col 26}{space 2}  .055416{col 37}{space 1}   -0.29{col 46}{space 3}0.769{col 54}{space 4} -.126078{col 67}{space 3} .0935003
{txt}{space 7}1994  {c |}{col 14}{res}{space 2} .0618769{col 26}{space 2} .0506991{col 37}{space 1}    1.22{col 46}{space 3}0.225{col 54}{space 4}-.0385672{col 67}{space 3} .1623209
{txt}{space 7}1995  {c |}{col 14}{res}{space 2} .0167973{col 26}{space 2} .0469921{col 37}{space 1}    0.36{col 46}{space 3}0.721{col 54}{space 4}-.0763025{col 67}{space 3}  .109897
{txt}{space 7}1996  {c |}{col 14}{res}{space 2}-.0245199{col 26}{space 2} .0485555{col 37}{space 1}   -0.50{col 46}{space 3}0.615{col 54}{space 4}-.1207172{col 67}{space 3} .0716774
{txt}{space 7}1997  {c |}{col 14}{res}{space 2}  .002787{col 26}{space 2} .0510553{col 37}{space 1}    0.05{col 46}{space 3}0.957{col 54}{space 4}-.0983626{col 67}{space 3} .1039367
{txt}{space 7}1998  {c |}{col 14}{res}{space 2} .0566535{col 26}{space 2} .0615165{col 37}{space 1}    0.92{col 46}{space 3}0.359{col 54}{space 4}-.0652218{col 67}{space 3} .1785289
{txt}{space 7}1999  {c |}{col 14}{res}{space 2} .0742207{col 26}{space 2} .0603197{col 37}{space 1}    1.23{col 46}{space 3}0.221{col 54}{space 4}-.0452835{col 67}{space 3} .1937249
{txt}{space 7}2000  {c |}{col 14}{res}{space 2} .0505725{col 26}{space 2} .0665949{col 37}{space 1}    0.76{col 46}{space 3}0.449{col 54}{space 4} -.081364{col 67}{space 3}  .182509
{txt}{space 7}2001  {c |}{col 14}{res}{space 2} .0323587{col 26}{space 2} .0518878{col 37}{space 1}    0.62{col 46}{space 3}0.534{col 54}{space 4}-.0704404{col 67}{space 3} .1351578
{txt}{space 7}2002  {c |}{col 14}{res}{space 2} .0622893{col 26}{space 2} .0506748{col 37}{space 1}    1.23{col 46}{space 3}0.222{col 54}{space 4}-.0381066{col 67}{space 3} .1626852
{txt}{space 7}2003  {c |}{col 14}{res}{space 2} .0473039{col 26}{space 2}  .047328{col 37}{space 1}    1.00{col 46}{space 3}0.320{col 54}{space 4}-.0464615{col 67}{space 3} .1410692
{txt}{space 7}2004  {c |}{col 14}{res}{space 2}-.0699472{col 26}{space 2} .0583639{col 37}{space 1}   -1.20{col 46}{space 3}0.233{col 54}{space 4}-.1855765{col 67}{space 3} .0456822
{txt}{space 7}2005  {c |}{col 14}{res}{space 2}  .036239{col 26}{space 2} .0535817{col 37}{space 1}    0.68{col 46}{space 3}0.500{col 54}{space 4} -.069916{col 67}{space 3}  .142394
{txt}{space 7}2006  {c |}{col 14}{res}{space 2} .0376588{col 26}{space 2} .0641173{col 37}{space 1}    0.59{col 46}{space 3}0.558{col 54}{space 4}-.0893691{col 67}{space 3} .1646867
{txt}{space 7}2007  {c |}{col 14}{res}{space 2} .0618685{col 26}{space 2} .0551724{col 37}{space 1}    1.12{col 46}{space 3}0.265{col 54}{space 4}-.0474381{col 67}{space 3}  .171175
{txt}{space 7}2008  {c |}{col 14}{res}{space 2}-.0261049{col 26}{space 2} .0550226{col 37}{space 1}   -0.47{col 46}{space 3}0.636{col 54}{space 4}-.1351147{col 67}{space 3} .0829048
{txt}{space 7}2009  {c |}{col 14}{res}{space 2}  -.02696{col 26}{space 2} .1096862{col 37}{space 1}   -0.25{col 46}{space 3}0.806{col 54}{space 4} -.244268{col 67}{space 3} .1903481
{txt}{space 7}2010  {c |}{col 14}{res}{space 2} .0598834{col 26}{space 2} .1193267{col 37}{space 1}    0.50{col 46}{space 3}0.617{col 54}{space 4}-.1765243{col 67}{space 3} .2962911
{txt}{space 7}2011  {c |}{col 14}{res}{space 2}-.0743619{col 26}{space 2} .1196848{col 37}{space 1}   -0.62{col 46}{space 3}0.536{col 54}{space 4} -.311479{col 67}{space 3} .1627552
{txt}{space 12} {c |}
{space 7}_cons {c |}{col 14}{res}{space 2} .3818305{col 26}{space 2} .1909256{col 37}{space 1}    2.00{col 46}{space 3}0.048{col 54}{space 4} .0035726{col 67}{space 3} .7600885
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Linear regression                                      Number of obs ={res}     336
                                                       {txt}F( 32,   113) ={res}    2.14
                                                       {txt}Prob > F      = {res} 0.0019
                                                       {txt}R-squared     = {res} 0.1519
                                                       {txt}Root MSE      = {res} .12566

{txt}{ralign 78:(Std. Err. adjusted for {res:114} clusters in citystabbr)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}incumbentp~t{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
DIFFusmont~h {c |}{col 14}{res}{space 2} .0112297{col 26}{space 2} .0040988{col 37}{space 1}    2.74{col 46}{space 3}0.007{col 54}{space 4} .0031093{col 67}{space 3} .0193501
{txt}unemploymo~s {c |}{col 14}{res}{space 2} .0095044{col 26}{space 2} .0265242{col 37}{space 1}    0.36{col 46}{space 3}0.721{col 54}{space 4}-.0430449{col 67}{space 3} .0620537
{txt}CENSUS2000~c {c |}{col 14}{res}{space 2} .0067365{col 26}{space 2} .0023432{col 37}{space 1}    2.87{col 46}{space 3}0.005{col 54}{space 4} .0020943{col 67}{space 3} .0113788
{txt}logCENSUS2~p {c |}{col 14}{res}{space 2}  .008263{col 26}{space 2} .0102443{col 37}{space 1}    0.81{col 46}{space 3}0.422{col 54}{space 4}-.0120328{col 67}{space 3} .0285587
{txt}CEN~cpercent {c |}{col 14}{res}{space 2}  .081974{col 26}{space 2} .0530372{col 37}{space 1}    1.55{col 46}{space 3}0.125{col 54}{space 4}-.0231024{col 67}{space 3} .1870503
{txt}CEN~kpercent {c |}{col 14}{res}{space 2}-.0036502{col 26}{space 2} .0616045{col 37}{space 1}   -0.06{col 46}{space 3}0.953{col 54}{space 4}-.1256997{col 67}{space 3} .1183994
{txt}CENSUS2000~s {c |}{col 14}{res}{space 2}-.3094864{col 26}{space 2} .1747649{col 37}{space 1}   -1.77{col 46}{space 3}0.079{col 54}{space 4}-.6557272{col 67}{space 3} .0367544
{txt}CENSUS2000~e {c |}{col 14}{res}{space 2}-.0018842{col 26}{space 2} .0014595{col 37}{space 1}   -1.29{col 46}{space 3}0.199{col 54}{space 4}-.0047759{col 67}{space 3} .0010074
{txt}CENSUS1990~c {c |}{col 14}{res}{space 2}-.0055516{col 26}{space 2} .0025607{col 37}{space 1}   -2.17{col 46}{space 3}0.032{col 54}{space 4}-.0106249{col 67}{space 3}-.0004784
{txt}mayorcounc~m {c |}{col 14}{res}{space 2} .0190742{col 26}{space 2} .0189124{col 37}{space 1}    1.01{col 46}{space 3}0.315{col 54}{space 4}-.0183948{col 67}{space 3} .0565431
{txt}{space 3}demvs1988 {c |}{col 14}{res}{space 2}-.0245167{col 26}{space 2} .0922191{col 37}{space 1}   -0.27{col 46}{space 3}0.791{col 54}{space 4}-.2072194{col 67}{space 3} .1581861
{txt}{space 12} {c |}
{space 8}year {c |}
{space 7}1991  {c |}{col 14}{res}{space 2} .0158407{col 26}{space 2} .0634603{col 37}{space 1}    0.25{col 46}{space 3}0.803{col 54}{space 4}-.1098857{col 67}{space 3}  .141567
{txt}{space 7}1992  {c |}{col 14}{res}{space 2}-.0417207{col 26}{space 2} .0662613{col 37}{space 1}   -0.63{col 46}{space 3}0.530{col 54}{space 4}-.1729963{col 67}{space 3} .0895549
{txt}{space 7}1993  {c |}{col 14}{res}{space 2}-.0221786{col 26}{space 2} .0602751{col 37}{space 1}   -0.37{col 46}{space 3}0.714{col 54}{space 4}-.1415945{col 67}{space 3} .0972373
{txt}{space 7}1994  {c |}{col 14}{res}{space 2} .0578928{col 26}{space 2} .0546774{col 37}{space 1}    1.06{col 46}{space 3}0.292{col 54}{space 4} -.050433{col 67}{space 3} .1662187
{txt}{space 7}1995  {c |}{col 14}{res}{space 2} .0135634{col 26}{space 2} .0506186{col 37}{space 1}    0.27{col 46}{space 3}0.789{col 54}{space 4}-.0867211{col 67}{space 3} .1138479
{txt}{space 7}1996  {c |}{col 14}{res}{space 2}-.0417845{col 26}{space 2} .0500988{col 37}{space 1}   -0.83{col 46}{space 3}0.406{col 54}{space 4}-.1410393{col 67}{space 3} .0574703
{txt}{space 7}1997  {c |}{col 14}{res}{space 2}  .004735{col 26}{space 2} .0528775{col 37}{space 1}    0.09{col 46}{space 3}0.929{col 54}{space 4}-.1000249{col 67}{space 3} .1094949
{txt}{space 7}1998  {c |}{col 14}{res}{space 2} .0598442{col 26}{space 2} .0651917{col 37}{space 1}    0.92{col 46}{space 3}0.361{col 54}{space 4}-.0693122{col 67}{space 3} .1890006
{txt}{space 7}1999  {c |}{col 14}{res}{space 2} .0751334{col 26}{space 2} .0623755{col 37}{space 1}    1.20{col 46}{space 3}0.231{col 54}{space 4}-.0484438{col 67}{space 3} .1987105
{txt}{space 7}2000  {c |}{col 14}{res}{space 2} .0521772{col 26}{space 2} .0684913{col 37}{space 1}    0.76{col 46}{space 3}0.448{col 54}{space 4}-.0835165{col 67}{space 3} .1878708
{txt}{space 7}2001  {c |}{col 14}{res}{space 2} .0304963{col 26}{space 2} .0548728{col 37}{space 1}    0.56{col 46}{space 3}0.579{col 54}{space 4}-.0782165{col 67}{space 3} .1392092
{txt}{space 7}2002  {c |}{col 14}{res}{space 2} .0590813{col 26}{space 2} .0543366{col 37}{space 1}    1.09{col 46}{space 3}0.279{col 54}{space 4}-.0485694{col 67}{space 3}  .166732
{txt}{space 7}2003  {c |}{col 14}{res}{space 2} .0434082{col 26}{space 2}  .051338{col 37}{space 1}    0.85{col 46}{space 3}0.400{col 54}{space 4}-.0583017{col 67}{space 3} .1451181
{txt}{space 7}2004  {c |}{col 14}{res}{space 2}-.0731057{col 26}{space 2} .0611621{col 37}{space 1}   -1.20{col 46}{space 3}0.234{col 54}{space 4}-.1942787{col 67}{space 3} .0480674
{txt}{space 7}2005  {c |}{col 14}{res}{space 2} .0346318{col 26}{space 2} .0562565{col 37}{space 1}    0.62{col 46}{space 3}0.539{col 54}{space 4}-.0768224{col 67}{space 3} .1460861
{txt}{space 7}2006  {c |}{col 14}{res}{space 2} .0344971{col 26}{space 2} .0681277{col 37}{space 1}    0.51{col 46}{space 3}0.614{col 54}{space 4}-.1004761{col 67}{space 3} .1694703
{txt}{space 7}2007  {c |}{col 14}{res}{space 2} .0609319{col 26}{space 2} .0575445{col 37}{space 1}    1.06{col 46}{space 3}0.292{col 54}{space 4}-.0530742{col 67}{space 3} .1749379
{txt}{space 7}2008  {c |}{col 14}{res}{space 2}-.0285118{col 26}{space 2} .0610734{col 37}{space 1}   -0.47{col 46}{space 3}0.642{col 54}{space 4}-.1495092{col 67}{space 3} .0924855
{txt}{space 7}2009  {c |}{col 14}{res}{space 2}-.0421666{col 26}{space 2} .1156298{col 37}{space 1}   -0.36{col 46}{space 3}0.716{col 54}{space 4}-.2712501{col 67}{space 3} .1869169
{txt}{space 7}2010  {c |}{col 14}{res}{space 2}  .045305{col 26}{space 2} .1262601{col 37}{space 1}    0.36{col 46}{space 3}0.720{col 54}{space 4}-.2048392{col 67}{space 3} .2954491
{txt}{space 7}2011  {c |}{col 14}{res}{space 2}-.0879244{col 26}{space 2}  .123569{col 37}{space 1}   -0.71{col 46}{space 3}0.478{col 54}{space 4}-.3327369{col 67}{space 3} .1568881
{txt}{space 12} {c |}
{space 7}_cons {c |}{col 14}{res}{space 2} .3676056{col 26}{space 2} .1936068{col 37}{space 1}    1.90{col 46}{space 3}0.060{col 54}{space 4}-.0159644{col 67}{space 3} .7511756
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Linear regression                                      Number of obs ={res}     340
                                                       {txt}F( 32,   113) ={res}    2.00
                                                       {txt}Prob > F      = {res} 0.0041
                                                       {txt}R-squared     = {res} 0.1486
                                                       {txt}Root MSE      = {res}  .1249

{txt}{ralign 78:(Std. Err. adjusted for {res:114} clusters in citystabbr)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}incumbentp~t{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
DIFFusmont~h {c |}{col 14}{res}{space 2} .0108276{col 26}{space 2} .0040983{col 37}{space 1}    2.64{col 46}{space 3}0.009{col 54}{space 4} .0027082{col 67}{space 3}  .018947
{txt}unemploymo~s {c |}{col 14}{res}{space 2} .0078629{col 26}{space 2} .0257697{col 37}{space 1}    0.31{col 46}{space 3}0.761{col 54}{space 4}-.0431915{col 67}{space 3} .0589173
{txt}CENSUS2000~c {c |}{col 14}{res}{space 2}  .006488{col 26}{space 2} .0023139{col 37}{space 1}    2.80{col 46}{space 3}0.006{col 54}{space 4} .0019038{col 67}{space 3} .0110723
{txt}logCENSUS2~p {c |}{col 14}{res}{space 2} .0063374{col 26}{space 2}  .009964{col 37}{space 1}    0.64{col 46}{space 3}0.526{col 54}{space 4}-.0134032{col 67}{space 3} .0260779
{txt}CEN~cpercent {c |}{col 14}{res}{space 2} .0942221{col 26}{space 2} .0513573{col 37}{space 1}    1.83{col 46}{space 3}0.069{col 54}{space 4} -.007526{col 67}{space 3} .1959702
{txt}CEN~kpercent {c |}{col 14}{res}{space 2}  .005042{col 26}{space 2} .0618058{col 37}{space 1}    0.08{col 46}{space 3}0.935{col 54}{space 4}-.1174064{col 67}{space 3} .1274904
{txt}CENSUS2000~s {c |}{col 14}{res}{space 2}-.2706583{col 26}{space 2} .1738052{col 37}{space 1}   -1.56{col 46}{space 3}0.122{col 54}{space 4}-.6149977{col 67}{space 3}  .073681
{txt}CENSUS2000~e {c |}{col 14}{res}{space 2}-.0016708{col 26}{space 2} .0014418{col 37}{space 1}   -1.16{col 46}{space 3}0.249{col 54}{space 4}-.0045273{col 67}{space 3} .0011857
{txt}CENSUS1990~c {c |}{col 14}{res}{space 2}-.0053898{col 26}{space 2} .0025403{col 37}{space 1}   -2.12{col 46}{space 3}0.036{col 54}{space 4}-.0104226{col 67}{space 3}-.0003571
{txt}mayorcounc~m {c |}{col 14}{res}{space 2} .0185601{col 26}{space 2} .0190069{col 37}{space 1}    0.98{col 46}{space 3}0.331{col 54}{space 4}-.0190961{col 67}{space 3} .0562163
{txt}{space 3}demvs1988 {c |}{col 14}{res}{space 2}-.0301598{col 26}{space 2} .0913712{col 37}{space 1}   -0.33{col 46}{space 3}0.742{col 54}{space 4}-.2111826{col 67}{space 3}  .150863
{txt}{space 12} {c |}
{space 8}year {c |}
{space 7}1991  {c |}{col 14}{res}{space 2}  .023766{col 26}{space 2} .0594768{col 37}{space 1}    0.40{col 46}{space 3}0.690{col 54}{space 4}-.0940682{col 67}{space 3} .1416003
{txt}{space 7}1992  {c |}{col 14}{res}{space 2} -.033806{col 26}{space 2} .0615978{col 37}{space 1}   -0.55{col 46}{space 3}0.584{col 54}{space 4}-.1558423{col 67}{space 3} .0882303
{txt}{space 7}1993  {c |}{col 14}{res}{space 2}-.0157365{col 26}{space 2} .0555747{col 37}{space 1}   -0.28{col 46}{space 3}0.778{col 54}{space 4}-.1258401{col 67}{space 3}  .094367
{txt}{space 7}1994  {c |}{col 14}{res}{space 2} .0613236{col 26}{space 2} .0508849{col 37}{space 1}    1.21{col 46}{space 3}0.231{col 54}{space 4}-.0394885{col 67}{space 3} .1621357
{txt}{space 7}1995  {c |}{col 14}{res}{space 2} .0191106{col 26}{space 2} .0472455{col 37}{space 1}    0.40{col 46}{space 3}0.687{col 54}{space 4}-.0744912{col 67}{space 3} .1127124
{txt}{space 7}1996  {c |}{col 14}{res}{space 2}-.0227523{col 26}{space 2} .0488803{col 37}{space 1}   -0.47{col 46}{space 3}0.642{col 54}{space 4}-.1195929{col 67}{space 3} .0740883
{txt}{space 7}1997  {c |}{col 14}{res}{space 2} .0085289{col 26}{space 2} .0502475{col 37}{space 1}    0.17{col 46}{space 3}0.866{col 54}{space 4}-.0910205{col 67}{space 3} .1080783
{txt}{space 7}1998  {c |}{col 14}{res}{space 2} .0594311{col 26}{space 2} .0614233{col 37}{space 1}    0.97{col 46}{space 3}0.335{col 54}{space 4}-.0622596{col 67}{space 3} .1811218
{txt}{space 7}1999  {c |}{col 14}{res}{space 2} .0863105{col 26}{space 2} .0598391{col 37}{space 1}    1.44{col 46}{space 3}0.152{col 54}{space 4}-.0322415{col 67}{space 3} .2048626
{txt}{space 7}2000  {c |}{col 14}{res}{space 2} .0531386{col 26}{space 2} .0665637{col 37}{space 1}    0.80{col 46}{space 3}0.426{col 54}{space 4}-.0787362{col 67}{space 3} .1850134
{txt}{space 7}2001  {c |}{col 14}{res}{space 2} .0343088{col 26}{space 2} .0520384{col 37}{space 1}    0.66{col 46}{space 3}0.511{col 54}{space 4}-.0687885{col 67}{space 3} .1374062
{txt}{space 7}2002  {c |}{col 14}{res}{space 2} .0629849{col 26}{space 2} .0509634{col 37}{space 1}    1.24{col 46}{space 3}0.219{col 54}{space 4}-.0379828{col 67}{space 3} .1639526
{txt}{space 7}2003  {c |}{col 14}{res}{space 2} .0499846{col 26}{space 2}  .047517{col 37}{space 1}    1.05{col 46}{space 3}0.295{col 54}{space 4}-.0441552{col 67}{space 3} .1441243
{txt}{space 7}2004  {c |}{col 14}{res}{space 2}-.0683753{col 26}{space 2} .0585707{col 37}{space 1}   -1.17{col 46}{space 3}0.246{col 54}{space 4}-.1844143{col 67}{space 3} .0476638
{txt}{space 7}2005  {c |}{col 14}{res}{space 2} .0401248{col 26}{space 2} .0535724{col 37}{space 1}    0.75{col 46}{space 3}0.455{col 54}{space 4}-.0660118{col 67}{space 3} .1462614
{txt}{space 7}2006  {c |}{col 14}{res}{space 2} .0399613{col 26}{space 2} .0643252{col 37}{space 1}    0.62{col 46}{space 3}0.536{col 54}{space 4}-.0874786{col 67}{space 3} .1674012
{txt}{space 7}2007  {c |}{col 14}{res}{space 2} .0661097{col 26}{space 2} .0551991{col 37}{space 1}    1.20{col 46}{space 3}0.234{col 54}{space 4}-.0432498{col 67}{space 3} .1754691
{txt}{space 7}2008  {c |}{col 14}{res}{space 2}-.0252814{col 26}{space 2} .0554463{col 37}{space 1}   -0.46{col 46}{space 3}0.649{col 54}{space 4}-.1351305{col 67}{space 3} .0845676
{txt}{space 7}2009  {c |}{col 14}{res}{space 2}  -.02851{col 26}{space 2} .1093866{col 37}{space 1}   -0.26{col 46}{space 3}0.795{col 54}{space 4}-.2452246{col 67}{space 3} .1882046
{txt}{space 7}2010  {c |}{col 14}{res}{space 2} .0567716{col 26}{space 2}  .118925{col 37}{space 1}    0.48{col 46}{space 3}0.634{col 54}{space 4}-.1788403{col 67}{space 3} .2923834
{txt}{space 7}2011  {c |}{col 14}{res}{space 2}-.0740554{col 26}{space 2} .1193483{col 37}{space 1}   -0.62{col 46}{space 3}0.536{col 54}{space 4}-.3105061{col 67}{space 3} .1623952
{txt}{space 12} {c |}
{space 7}_cons {c |}{col 14}{res}{space 2} .3907604{col 26}{space 2} .1897271{col 37}{space 1}    2.06{col 46}{space 3}0.042{col 54}{space 4} .0148768{col 67}{space 3} .7666439
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Linear regression                                      Number of obs ={res}     338
                                                       {txt}F( 32,   113) ={res}    1.97
                                                       {txt}Prob > F      = {res} 0.0049
                                                       {txt}R-squared     = {res} 0.1541
                                                       {txt}Root MSE      = {res} .12389

{txt}{ralign 78:(Std. Err. adjusted for {res:114} clusters in citystabbr)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}incumbentp~t{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
DIFFusmont~h {c |}{col 14}{res}{space 2} .0096126{col 26}{space 2} .0039394{col 37}{space 1}    2.44{col 46}{space 3}0.016{col 54}{space 4}  .001808{col 67}{space 3} .0174172
{txt}unemploymo~s {c |}{col 14}{res}{space 2} .0079163{col 26}{space 2} .0258023{col 37}{space 1}    0.31{col 46}{space 3}0.760{col 54}{space 4}-.0432028{col 67}{space 3} .0590354
{txt}CENSUS2000~c {c |}{col 14}{res}{space 2} .0065282{col 26}{space 2} .0023239{col 37}{space 1}    2.81{col 46}{space 3}0.006{col 54}{space 4}  .001924{col 67}{space 3} .0111323
{txt}logCENSUS2~p {c |}{col 14}{res}{space 2} .0035932{col 26}{space 2} .0090902{col 37}{space 1}    0.40{col 46}{space 3}0.693{col 54}{space 4} -.014416{col 67}{space 3} .0216025
{txt}CEN~cpercent {c |}{col 14}{res}{space 2} .0981208{col 26}{space 2} .0504144{col 37}{space 1}    1.95{col 46}{space 3}0.054{col 54}{space 4}-.0017592{col 67}{space 3} .1980007
{txt}CEN~kpercent {c |}{col 14}{res}{space 2} .0142163{col 26}{space 2} .0600418{col 37}{space 1}    0.24{col 46}{space 3}0.813{col 54}{space 4}-.1047374{col 67}{space 3}   .13317
{txt}CENSUS2000~s {c |}{col 14}{res}{space 2}-.2963459{col 26}{space 2} .1751096{col 37}{space 1}   -1.69{col 46}{space 3}0.093{col 54}{space 4}-.6432697{col 67}{space 3} .0505778
{txt}CENSUS2000~e {c |}{col 14}{res}{space 2}-.0017119{col 26}{space 2}  .001419{col 37}{space 1}   -1.21{col 46}{space 3}0.230{col 54}{space 4}-.0045231{col 67}{space 3} .0010994
{txt}CENSUS1990~c {c |}{col 14}{res}{space 2}-.0052472{col 26}{space 2} .0025631{col 37}{space 1}   -2.05{col 46}{space 3}0.043{col 54}{space 4}-.0103252{col 67}{space 3}-.0001692
{txt}mayorcounc~m {c |}{col 14}{res}{space 2} .0264161{col 26}{space 2} .0179012{col 37}{space 1}    1.48{col 46}{space 3}0.143{col 54}{space 4}-.0090495{col 67}{space 3} .0618817
{txt}{space 3}demvs1988 {c |}{col 14}{res}{space 2}-.0414058{col 26}{space 2} .0896372{col 37}{space 1}   -0.46{col 46}{space 3}0.645{col 54}{space 4}-.2189933{col 67}{space 3} .1361817
{txt}{space 12} {c |}
{space 8}year {c |}
{space 7}1991  {c |}{col 14}{res}{space 2} .0293011{col 26}{space 2} .0585218{col 37}{space 1}    0.50{col 46}{space 3}0.618{col 54}{space 4}-.0866412{col 67}{space 3} .1452433
{txt}{space 7}1992  {c |}{col 14}{res}{space 2}-.0288627{col 26}{space 2}  .061798{col 37}{space 1}   -0.47{col 46}{space 3}0.641{col 54}{space 4}-.1512957{col 67}{space 3} .0935704
{txt}{space 7}1993  {c |}{col 14}{res}{space 2}-.0128346{col 26}{space 2} .0548274{col 37}{space 1}   -0.23{col 46}{space 3}0.815{col 54}{space 4}-.1214575{col 67}{space 3} .0957883
{txt}{space 7}1994  {c |}{col 14}{res}{space 2} .0782601{col 26}{space 2} .0519905{col 37}{space 1}    1.51{col 46}{space 3}0.135{col 54}{space 4}-.0247425{col 67}{space 3} .1812626
{txt}{space 7}1995  {c |}{col 14}{res}{space 2} .0233466{col 26}{space 2}  .045956{col 37}{space 1}    0.51{col 46}{space 3}0.612{col 54}{space 4}-.0677006{col 67}{space 3} .1143937
{txt}{space 7}1996  {c |}{col 14}{res}{space 2}-.0209227{col 26}{space 2} .0485119{col 37}{space 1}   -0.43{col 46}{space 3}0.667{col 54}{space 4}-.1170335{col 67}{space 3} .0751881
{txt}{space 7}1997  {c |}{col 14}{res}{space 2} .0139303{col 26}{space 2} .0487297{col 37}{space 1}    0.29{col 46}{space 3}0.776{col 54}{space 4} -.082612{col 67}{space 3} .1104726
{txt}{space 7}1998  {c |}{col 14}{res}{space 2}   .06129{col 26}{space 2} .0609016{col 37}{space 1}    1.01{col 46}{space 3}0.316{col 54}{space 4}-.0593671{col 67}{space 3} .1819471
{txt}{space 7}1999  {c |}{col 14}{res}{space 2} .0840245{col 26}{space 2} .0590681{col 37}{space 1}    1.42{col 46}{space 3}0.158{col 54}{space 4}-.0330001{col 67}{space 3} .2010491
{txt}{space 7}2000  {c |}{col 14}{res}{space 2} .0554125{col 26}{space 2} .0659562{col 37}{space 1}    0.84{col 46}{space 3}0.403{col 54}{space 4}-.0752587{col 67}{space 3} .1860837
{txt}{space 7}2001  {c |}{col 14}{res}{space 2} .0365403{col 26}{space 2} .0507793{col 37}{space 1}    0.72{col 46}{space 3}0.473{col 54}{space 4}-.0640626{col 67}{space 3} .1371432
{txt}{space 7}2002  {c |}{col 14}{res}{space 2} .0835252{col 26}{space 2} .0473237{col 37}{space 1}    1.76{col 46}{space 3}0.080{col 54}{space 4}-.0102317{col 67}{space 3}  .177282
{txt}{space 7}2003  {c |}{col 14}{res}{space 2} .0540223{col 26}{space 2} .0460553{col 37}{space 1}    1.17{col 46}{space 3}0.243{col 54}{space 4}-.0372215{col 67}{space 3} .1452662
{txt}{space 7}2004  {c |}{col 14}{res}{space 2} -.066571{col 26}{space 2}  .057636{col 37}{space 1}   -1.16{col 46}{space 3}0.251{col 54}{space 4}-.1807584{col 67}{space 3} .0476164
{txt}{space 7}2005  {c |}{col 14}{res}{space 2} .0439965{col 26}{space 2} .0522464{col 37}{space 1}    0.84{col 46}{space 3}0.402{col 54}{space 4} -.059513{col 67}{space 3} .1475061
{txt}{space 7}2006  {c |}{col 14}{res}{space 2} .0539579{col 26}{space 2} .0639518{col 37}{space 1}    0.84{col 46}{space 3}0.401{col 54}{space 4}-.0727421{col 67}{space 3} .1806579
{txt}{space 7}2007  {c |}{col 14}{res}{space 2} .0706046{col 26}{space 2} .0541947{col 37}{space 1}    1.30{col 46}{space 3}0.195{col 54}{space 4}-.0367648{col 67}{space 3} .1779741
{txt}{space 7}2008  {c |}{col 14}{res}{space 2} -.022132{col 26}{space 2} .0548254{col 37}{space 1}   -0.40{col 46}{space 3}0.687{col 54}{space 4}-.1307511{col 67}{space 3} .0864871
{txt}{space 7}2009  {c |}{col 14}{res}{space 2}-.0265538{col 26}{space 2} .1093581{col 37}{space 1}   -0.24{col 46}{space 3}0.809{col 54}{space 4} -.243212{col 67}{space 3} .1901044
{txt}{space 7}2010  {c |}{col 14}{res}{space 2} .0567169{col 26}{space 2} .1182897{col 37}{space 1}    0.48{col 46}{space 3}0.633{col 54}{space 4}-.1776363{col 67}{space 3} .2910701
{txt}{space 7}2011  {c |}{col 14}{res}{space 2}-.0683348{col 26}{space 2} .1190157{col 37}{space 1}   -0.57{col 46}{space 3}0.567{col 54}{space 4}-.3041264{col 67}{space 3} .1674568
{txt}{space 12} {c |}
{space 7}_cons {c |}{col 14}{res}{space 2} .4197007{col 26}{space 2}  .184994{col 37}{space 1}    2.27{col 46}{space 3}0.025{col 54}{space 4} .0531943{col 67}{space 3} .7862071
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Linear regression                                      Number of obs ={res}     339
                                                       {txt}F( 32,   113) ={res}    2.01
                                                       {txt}Prob > F      = {res} 0.0039
                                                       {txt}R-squared     = {res} 0.1531
                                                       {txt}Root MSE      = {res} .12475

{txt}{ralign 78:(Std. Err. adjusted for {res:114} clusters in citystabbr)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}incumbentp~t{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
DIFFusmont~h {c |}{col 14}{res}{space 2} .0110522{col 26}{space 2} .0041046{col 37}{space 1}    2.69{col 46}{space 3}0.008{col 54}{space 4} .0029202{col 67}{space 3} .0191843
{txt}unemploymo~s {c |}{col 14}{res}{space 2} .0080702{col 26}{space 2} .0258092{col 37}{space 1}    0.31{col 46}{space 3}0.755{col 54}{space 4}-.0430624{col 67}{space 3} .0592028
{txt}CENSUS2000~c {c |}{col 14}{res}{space 2} .0069499{col 26}{space 2} .0022966{col 37}{space 1}    3.03{col 46}{space 3}0.003{col 54}{space 4} .0023999{col 67}{space 3} .0114999
{txt}logCENSUS2~p {c |}{col 14}{res}{space 2} .0061923{col 26}{space 2} .0098392{col 37}{space 1}    0.63{col 46}{space 3}0.530{col 54}{space 4} -.013301{col 67}{space 3} .0256855
{txt}CEN~cpercent {c |}{col 14}{res}{space 2} .0941698{col 26}{space 2} .0511144{col 37}{space 1}    1.84{col 46}{space 3}0.068{col 54}{space 4}-.0070971{col 67}{space 3} .1954367
{txt}CEN~kpercent {c |}{col 14}{res}{space 2}-.0006697{col 26}{space 2}  .061813{col 37}{space 1}   -0.01{col 46}{space 3}0.991{col 54}{space 4}-.1231324{col 67}{space 3} .1217931
{txt}CENSUS2000~s {c |}{col 14}{res}{space 2} -.279993{col 26}{space 2} .1729865{col 37}{space 1}   -1.62{col 46}{space 3}0.108{col 54}{space 4}-.6227104{col 67}{space 3} .0627244
{txt}CENSUS2000~e {c |}{col 14}{res}{space 2}-.0016933{col 26}{space 2} .0014356{col 37}{space 1}   -1.18{col 46}{space 3}0.241{col 54}{space 4}-.0045375{col 67}{space 3} .0011509
{txt}CENSUS1990~c {c |}{col 14}{res}{space 2}-.0060616{col 26}{space 2} .0025624{col 37}{space 1}   -2.37{col 46}{space 3}0.020{col 54}{space 4}-.0111382{col 67}{space 3}-.0009849
{txt}mayorcounc~m {c |}{col 14}{res}{space 2} .0191004{col 26}{space 2} .0190014{col 37}{space 1}    1.01{col 46}{space 3}0.317{col 54}{space 4}-.0185447{col 67}{space 3} .0567455
{txt}{space 3}demvs1988 {c |}{col 14}{res}{space 2}-.0458184{col 26}{space 2} .0918289{col 37}{space 1}   -0.50{col 46}{space 3}0.619{col 54}{space 4} -.227748{col 67}{space 3} .1361113
{txt}{space 12} {c |}
{space 8}year {c |}
{space 7}1991  {c |}{col 14}{res}{space 2} .0217851{col 26}{space 2}  .059615{col 37}{space 1}    0.37{col 46}{space 3}0.715{col 54}{space 4}-.0963231{col 67}{space 3} .1398932
{txt}{space 7}1992  {c |}{col 14}{res}{space 2}-.0355219{col 26}{space 2} .0617162{col 37}{space 1}   -0.58{col 46}{space 3}0.566{col 54}{space 4}-.1577928{col 67}{space 3}  .086749
{txt}{space 7}1993  {c |}{col 14}{res}{space 2}-.0179582{col 26}{space 2} .0557174{col 37}{space 1}   -0.32{col 46}{space 3}0.748{col 54}{space 4}-.1283444{col 67}{space 3}  .092428
{txt}{space 7}1994  {c |}{col 14}{res}{space 2} .0613545{col 26}{space 2} .0509189{col 37}{space 1}    1.20{col 46}{space 3}0.231{col 54}{space 4} -.039525{col 67}{space 3} .1622339
{txt}{space 7}1995  {c |}{col 14}{res}{space 2} .0086254{col 26}{space 2} .0470713{col 37}{space 1}    0.18{col 46}{space 3}0.855{col 54}{space 4}-.0846315{col 67}{space 3} .1018822
{txt}{space 7}1996  {c |}{col 14}{res}{space 2}-.0235724{col 26}{space 2} .0490275{col 37}{space 1}   -0.48{col 46}{space 3}0.632{col 54}{space 4}-.1207048{col 67}{space 3}   .07356
{txt}{space 7}1997  {c |}{col 14}{res}{space 2} .0075345{col 26}{space 2} .0504588{col 37}{space 1}    0.15{col 46}{space 3}0.882{col 54}{space 4}-.0924336{col 67}{space 3} .1075026
{txt}{space 7}1998  {c |}{col 14}{res}{space 2} .0587366{col 26}{space 2}  .061448{col 37}{space 1}    0.96{col 46}{space 3}0.341{col 54}{space 4}-.0630029{col 67}{space 3} .1804762
{txt}{space 7}1999  {c |}{col 14}{res}{space 2} .0769731{col 26}{space 2} .0603493{col 37}{space 1}    1.28{col 46}{space 3}0.205{col 54}{space 4}-.0425897{col 67}{space 3} .1965359
{txt}{space 7}2000  {c |}{col 14}{res}{space 2} .0528221{col 26}{space 2} .0668466{col 37}{space 1}    0.79{col 46}{space 3}0.431{col 54}{space 4} -.079613{col 67}{space 3} .1852572
{txt}{space 7}2001  {c |}{col 14}{res}{space 2} .0335037{col 26}{space 2} .0523081{col 37}{space 1}    0.64{col 46}{space 3}0.523{col 54}{space 4}-.0701281{col 67}{space 3} .1371354
{txt}{space 7}2002  {c |}{col 14}{res}{space 2} .0622466{col 26}{space 2} .0509517{col 37}{space 1}    1.22{col 46}{space 3}0.224{col 54}{space 4} -.038698{col 67}{space 3} .1631911
{txt}{space 7}2003  {c |}{col 14}{res}{space 2} .0483053{col 26}{space 2} .0486424{col 37}{space 1}    0.99{col 46}{space 3}0.323{col 54}{space 4}-.0480641{col 67}{space 3} .1446747
{txt}{space 7}2004  {c |}{col 14}{res}{space 2}-.0703402{col 26}{space 2} .0584625{col 37}{space 1}   -1.20{col 46}{space 3}0.231{col 54}{space 4}-.1861649{col 67}{space 3} .0454846
{txt}{space 7}2005  {c |}{col 14}{res}{space 2} .0397923{col 26}{space 2} .0537212{col 37}{space 1}    0.74{col 46}{space 3}0.460{col 54}{space 4}-.0666391{col 67}{space 3} .1462237
{txt}{space 7}2006  {c |}{col 14}{res}{space 2} .0381667{col 26}{space 2} .0645756{col 37}{space 1}    0.59{col 46}{space 3}0.556{col 54}{space 4}-.0897692{col 67}{space 3} .1661027
{txt}{space 7}2007  {c |}{col 14}{res}{space 2} .0643568{col 26}{space 2} .0553248{col 37}{space 1}    1.16{col 46}{space 3}0.247{col 54}{space 4}-.0452516{col 67}{space 3} .1739652
{txt}{space 7}2008  {c |}{col 14}{res}{space 2}-.0280212{col 26}{space 2} .0554235{col 37}{space 1}   -0.51{col 46}{space 3}0.614{col 54}{space 4}-.1378252{col 67}{space 3} .0817828
{txt}{space 7}2009  {c |}{col 14}{res}{space 2}-.0303886{col 26}{space 2} .1096249{col 37}{space 1}   -0.28{col 46}{space 3}0.782{col 54}{space 4}-.2475752{col 67}{space 3}  .186798
{txt}{space 7}2010  {c |}{col 14}{res}{space 2} .0541905{col 26}{space 2} .1191707{col 37}{space 1}    0.45{col 46}{space 3}0.650{col 54}{space 4}-.1819082{col 67}{space 3} .2902892
{txt}{space 7}2011  {c |}{col 14}{res}{space 2}-.0776735{col 26}{space 2} .1187895{col 37}{space 1}   -0.65{col 46}{space 3}0.515{col 54}{space 4}-.3130168{col 67}{space 3} .1576699
{txt}{space 12} {c |}
{space 7}_cons {c |}{col 14}{res}{space 2} .4036903{col 26}{space 2} .1891419{col 37}{space 1}    2.13{col 46}{space 3}0.035{col 54}{space 4}  .028966{col 67}{space 3} .7784146
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Linear regression                                      Number of obs ={res}     338
                                                       {txt}F( 32,   113) ={res}    1.95
                                                       {txt}Prob > F      = {res} 0.0055
                                                       {txt}R-squared     = {res} 0.1488
                                                       {txt}Root MSE      = {res} .12534

{txt}{ralign 78:(Std. Err. adjusted for {res:114} clusters in citystabbr)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}incumbentp~t{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
DIFFusmont~h {c |}{col 14}{res}{space 2} .0110847{col 26}{space 2} .0041016{col 37}{space 1}    2.70{col 46}{space 3}0.008{col 54}{space 4} .0029586{col 67}{space 3} .0192107
{txt}unemploymo~s {c |}{col 14}{res}{space 2}  .006976{col 26}{space 2} .0258371{col 37}{space 1}    0.27{col 46}{space 3}0.788{col 54}{space 4}-.0442119{col 67}{space 3} .0581639
{txt}CENSUS2000~c {c |}{col 14}{res}{space 2} .0067698{col 26}{space 2} .0022983{col 37}{space 1}    2.95{col 46}{space 3}0.004{col 54}{space 4} .0022165{col 67}{space 3} .0113231
{txt}logCENSUS2~p {c |}{col 14}{res}{space 2}  .008543{col 26}{space 2} .0105739{col 37}{space 1}    0.81{col 46}{space 3}0.421{col 54}{space 4}-.0124058{col 67}{space 3} .0294919
{txt}CEN~cpercent {c |}{col 14}{res}{space 2} .0859911{col 26}{space 2} .0513373{col 37}{space 1}    1.68{col 46}{space 3}0.097{col 54}{space 4}-.0157174{col 67}{space 3} .1876996
{txt}CEN~kpercent {c |}{col 14}{res}{space 2}-.0022689{col 26}{space 2} .0617796{col 37}{space 1}   -0.04{col 46}{space 3}0.971{col 54}{space 4}-.1246654{col 67}{space 3} .1201276
{txt}CENSUS2000~s {c |}{col 14}{res}{space 2}-.3066221{col 26}{space 2} .1746221{col 37}{space 1}   -1.76{col 46}{space 3}0.082{col 54}{space 4}-.6525798{col 67}{space 3} .0393357
{txt}CENSUS2000~e {c |}{col 14}{res}{space 2}-.0018595{col 26}{space 2} .0014383{col 37}{space 1}   -1.29{col 46}{space 3}0.199{col 54}{space 4}-.0047089{col 67}{space 3}   .00099
{txt}CENSUS1990~c {c |}{col 14}{res}{space 2}-.0056042{col 26}{space 2} .0025479{col 37}{space 1}   -2.20{col 46}{space 3}0.030{col 54}{space 4}-.0106521{col 67}{space 3}-.0005563
{txt}mayorcounc~m {c |}{col 14}{res}{space 2} .0186207{col 26}{space 2} .0193051{col 37}{space 1}    0.96{col 46}{space 3}0.337{col 54}{space 4}-.0196262{col 67}{space 3} .0568675
{txt}{space 3}demvs1988 {c |}{col 14}{res}{space 2}-.0302705{col 26}{space 2} .0920128{col 37}{space 1}   -0.33{col 46}{space 3}0.743{col 54}{space 4}-.2125645{col 67}{space 3} .1520235
{txt}{space 12} {c |}
{space 8}year {c |}
{space 7}1991  {c |}{col 14}{res}{space 2} .0228459{col 26}{space 2} .0592902{col 37}{space 1}    0.39{col 46}{space 3}0.701{col 54}{space 4}-.0946188{col 67}{space 3} .1403105
{txt}{space 7}1992  {c |}{col 14}{res}{space 2}-.0336286{col 26}{space 2} .0616518{col 37}{space 1}   -0.55{col 46}{space 3}0.587{col 54}{space 4}-.1557719{col 67}{space 3} .0885146
{txt}{space 7}1993  {c |}{col 14}{res}{space 2}-.0162893{col 26}{space 2} .0555532{col 37}{space 1}   -0.29{col 46}{space 3}0.770{col 54}{space 4}-.1263502{col 67}{space 3} .0937717
{txt}{space 7}1994  {c |}{col 14}{res}{space 2} .0619427{col 26}{space 2} .0508207{col 37}{space 1}    1.22{col 46}{space 3}0.225{col 54}{space 4}-.0387423{col 67}{space 3} .1626277
{txt}{space 7}1995  {c |}{col 14}{res}{space 2} .0190308{col 26}{space 2} .0474332{col 37}{space 1}    0.40{col 46}{space 3}0.689{col 54}{space 4}-.0749429{col 67}{space 3} .1130045
{txt}{space 7}1996  {c |}{col 14}{res}{space 2}-.0244472{col 26}{space 2} .0486726{col 37}{space 1}   -0.50{col 46}{space 3}0.616{col 54}{space 4}-.1208764{col 67}{space 3} .0719819
{txt}{space 7}1997  {c |}{col 14}{res}{space 2} .0059527{col 26}{space 2} .0500865{col 37}{space 1}    0.12{col 46}{space 3}0.906{col 54}{space 4}-.0932778{col 67}{space 3} .1051831
{txt}{space 7}1998  {c |}{col 14}{res}{space 2} .0573377{col 26}{space 2}  .061412{col 37}{space 1}    0.93{col 46}{space 3}0.352{col 54}{space 4}-.0643306{col 67}{space 3}  .179006
{txt}{space 7}1999  {c |}{col 14}{res}{space 2} .0798075{col 26}{space 2}  .060343{col 37}{space 1}    1.32{col 46}{space 3}0.189{col 54}{space 4}-.0397428{col 67}{space 3} .1993578
{txt}{space 7}2000  {c |}{col 14}{res}{space 2} .0511519{col 26}{space 2} .0667532{col 37}{space 1}    0.77{col 46}{space 3}0.445{col 54}{space 4}-.0810982{col 67}{space 3} .1834019
{txt}{space 7}2001  {c |}{col 14}{res}{space 2} .0328361{col 26}{space 2} .0518976{col 37}{space 1}    0.63{col 46}{space 3}0.528{col 54}{space 4}-.0699825{col 67}{space 3} .1356546
{txt}{space 7}2002  {c |}{col 14}{res}{space 2}  .062533{col 26}{space 2}  .050733{col 37}{space 1}    1.23{col 46}{space 3}0.220{col 54}{space 4}-.0379782{col 67}{space 3} .1630443
{txt}{space 7}2003  {c |}{col 14}{res}{space 2}  .047415{col 26}{space 2} .0474671{col 37}{space 1}    1.00{col 46}{space 3}0.320{col 54}{space 4}-.0466259{col 67}{space 3} .1414559
{txt}{space 7}2004  {c |}{col 14}{res}{space 2}-.0701219{col 26}{space 2} .0584523{col 37}{space 1}   -1.20{col 46}{space 3}0.233{col 54}{space 4}-.1859264{col 67}{space 3} .0456826
{txt}{space 7}2005  {c |}{col 14}{res}{space 2} .0368472{col 26}{space 2} .0536116{col 37}{space 1}    0.69{col 46}{space 3}0.493{col 54}{space 4} -.069367{col 67}{space 3} .1430613
{txt}{space 7}2006  {c |}{col 14}{res}{space 2} .0376915{col 26}{space 2} .0642753{col 37}{space 1}    0.59{col 46}{space 3}0.559{col 54}{space 4}-.0896494{col 67}{space 3} .1650324
{txt}{space 7}2007  {c |}{col 14}{res}{space 2} .0573949{col 26}{space 2}  .055473{col 37}{space 1}    1.03{col 46}{space 3}0.303{col 54}{space 4}-.0525072{col 67}{space 3}  .167297
{txt}{space 7}2008  {c |}{col 14}{res}{space 2}-.0268532{col 26}{space 2} .0551697{col 37}{space 1}   -0.49{col 46}{space 3}0.627{col 54}{space 4}-.1361544{col 67}{space 3} .0824479
{txt}{space 7}2009  {c |}{col 14}{res}{space 2}-.0281744{col 26}{space 2} .1094999{col 37}{space 1}   -0.26{col 46}{space 3}0.797{col 54}{space 4}-.2451136{col 67}{space 3} .1887647
{txt}{space 7}2010  {c |}{col 14}{res}{space 2} .0587547{col 26}{space 2} .1192391{col 37}{space 1}    0.49{col 46}{space 3}0.623{col 54}{space 4}-.1774794{col 67}{space 3} .2949888
{txt}{space 7}2011  {c |}{col 14}{res}{space 2}-.0758586{col 26}{space 2} .1191936{col 37}{space 1}   -0.64{col 46}{space 3}0.526{col 54}{space 4}-.3120027{col 67}{space 3} .1602855
{txt}{space 12} {c |}
{space 7}_cons {c |}{col 14}{res}{space 2} .3760379{col 26}{space 2} .1930331{col 37}{space 1}    1.95{col 46}{space 3}0.054{col 54}{space 4}-.0063954{col 67}{space 3} .7584712
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Linear regression                                      Number of obs ={res}     339
                                                       {txt}F( 32,   113) ={res}    2.03
                                                       {txt}Prob > F      = {res} 0.0035
                                                       {txt}R-squared     = {res} 0.1511
                                                       {txt}Root MSE      = {res} .12498

{txt}{ralign 78:(Std. Err. adjusted for {res:114} clusters in citystabbr)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}incumbentp~t{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
DIFFusmont~h {c |}{col 14}{res}{space 2} .0108003{col 26}{space 2} .0041182{col 37}{space 1}    2.62{col 46}{space 3}0.010{col 54}{space 4} .0026415{col 67}{space 3} .0189591
{txt}unemploymo~s {c |}{col 14}{res}{space 2} .0047334{col 26}{space 2} .0258817{col 37}{space 1}    0.18{col 46}{space 3}0.855{col 54}{space 4} -.046543{col 67}{space 3} .0560097
{txt}CENSUS2000~c {c |}{col 14}{res}{space 2} .0068826{col 26}{space 2}   .00231{col 37}{space 1}    2.98{col 46}{space 3}0.004{col 54}{space 4} .0023061{col 67}{space 3} .0114591
{txt}logCENSUS2~p {c |}{col 14}{res}{space 2} .0077212{col 26}{space 2} .0099883{col 37}{space 1}    0.77{col 46}{space 3}0.441{col 54}{space 4}-.0120673{col 67}{space 3} .0275098
{txt}CEN~cpercent {c |}{col 14}{res}{space 2} .0910408{col 26}{space 2} .0508589{col 37}{space 1}    1.79{col 46}{space 3}0.076{col 54}{space 4}-.0097198{col 67}{space 3} .1918014
{txt}CEN~kpercent {c |}{col 14}{res}{space 2} .0050628{col 26}{space 2} .0616804{col 37}{space 1}    0.08{col 46}{space 3}0.935{col 54}{space 4}-.1171372{col 67}{space 3} .1272628
{txt}CENSUS2000~s {c |}{col 14}{res}{space 2}-.2970341{col 26}{space 2} .1745427{col 37}{space 1}   -1.70{col 46}{space 3}0.092{col 54}{space 4}-.6428347{col 67}{space 3} .0487666
{txt}CENSUS2000~e {c |}{col 14}{res}{space 2}-.0017976{col 26}{space 2} .0014383{col 37}{space 1}   -1.25{col 46}{space 3}0.214{col 54}{space 4}-.0046472{col 67}{space 3}  .001052
{txt}CENSUS1990~c {c |}{col 14}{res}{space 2}-.0056829{col 26}{space 2} .0025559{col 37}{space 1}   -2.22{col 46}{space 3}0.028{col 54}{space 4}-.0107465{col 67}{space 3}-.0006193
{txt}mayorcounc~m {c |}{col 14}{res}{space 2} .0183936{col 26}{space 2} .0190426{col 37}{space 1}    0.97{col 46}{space 3}0.336{col 54}{space 4}-.0193332{col 67}{space 3} .0561203
{txt}{space 3}demvs1988 {c |}{col 14}{res}{space 2}-.0377292{col 26}{space 2} .0924221{col 37}{space 1}   -0.41{col 46}{space 3}0.684{col 54}{space 4} -.220834{col 67}{space 3} .1453757
{txt}{space 12} {c |}
{space 8}year {c |}
{space 7}1991  {c |}{col 14}{res}{space 2}  .026533{col 26}{space 2} .0595234{col 37}{space 1}    0.45{col 46}{space 3}0.657{col 54}{space 4}-.0913935{col 67}{space 3} .1444596
{txt}{space 7}1992  {c |}{col 14}{res}{space 2}-.0291605{col 26}{space 2}  .061674{col 37}{space 1}   -0.47{col 46}{space 3}0.637{col 54}{space 4}-.1513478{col 67}{space 3} .0930268
{txt}{space 7}1993  {c |}{col 14}{res}{space 2}-.0133529{col 26}{space 2} .0557898{col 37}{space 1}   -0.24{col 46}{space 3}0.811{col 54}{space 4}-.1238825{col 67}{space 3} .0971768
{txt}{space 7}1994  {c |}{col 14}{res}{space 2} .0620129{col 26}{space 2} .0509172{col 37}{space 1}    1.22{col 46}{space 3}0.226{col 54}{space 4}-.0388632{col 67}{space 3} .1628889
{txt}{space 7}1995  {c |}{col 14}{res}{space 2} .0179445{col 26}{space 2} .0470269{col 37}{space 1}    0.38{col 46}{space 3}0.703{col 54}{space 4}-.0752243{col 67}{space 3} .1111133
{txt}{space 7}1996  {c |}{col 14}{res}{space 2}-.0248359{col 26}{space 2} .0486463{col 37}{space 1}   -0.51{col 46}{space 3}0.611{col 54}{space 4}-.1212131{col 67}{space 3} .0715412
{txt}{space 7}1997  {c |}{col 14}{res}{space 2}  .004787{col 26}{space 2} .0501693{col 37}{space 1}    0.10{col 46}{space 3}0.924{col 54}{space 4}-.0946075{col 67}{space 3} .1041815
{txt}{space 7}1998  {c |}{col 14}{res}{space 2}  .054953{col 26}{space 2} .0614474{col 37}{space 1}    0.89{col 46}{space 3}0.373{col 54}{space 4}-.0667854{col 67}{space 3} .1766913
{txt}{space 7}1999  {c |}{col 14}{res}{space 2} .0724789{col 26}{space 2} .0601527{col 37}{space 1}    1.20{col 46}{space 3}0.231{col 54}{space 4}-.0466944{col 67}{space 3} .1916522
{txt}{space 7}2000  {c |}{col 14}{res}{space 2} .0473544{col 26}{space 2} .0666237{col 37}{space 1}    0.71{col 46}{space 3}0.479{col 54}{space 4}-.0846391{col 67}{space 3} .1793479
{txt}{space 7}2001  {c |}{col 14}{res}{space 2} .0230481{col 26}{space 2} .0518113{col 37}{space 1}    0.44{col 46}{space 3}0.657{col 54}{space 4}-.0795995{col 67}{space 3} .1256956
{txt}{space 7}2002  {c |}{col 14}{res}{space 2} .0623382{col 26}{space 2} .0507298{col 37}{space 1}    1.23{col 46}{space 3}0.222{col 54}{space 4}-.0381667{col 67}{space 3} .1628431
{txt}{space 7}2003  {c |}{col 14}{res}{space 2} .0488952{col 26}{space 2} .0473266{col 37}{space 1}    1.03{col 46}{space 3}0.304{col 54}{space 4}-.0448672{col 67}{space 3} .1426577
{txt}{space 7}2004  {c |}{col 14}{res}{space 2}-.0701137{col 26}{space 2} .0583342{col 37}{space 1}   -1.20{col 46}{space 3}0.232{col 54}{space 4}-.1856842{col 67}{space 3} .0454567
{txt}{space 7}2005  {c |}{col 14}{res}{space 2} .0369244{col 26}{space 2} .0535387{col 37}{space 1}    0.69{col 46}{space 3}0.492{col 54}{space 4}-.0691455{col 67}{space 3} .1429943
{txt}{space 7}2006  {c |}{col 14}{res}{space 2} .0349507{col 26}{space 2}  .064281{col 37}{space 1}    0.54{col 46}{space 3}0.588{col 54}{space 4}-.0924015{col 67}{space 3} .1623029
{txt}{space 7}2007  {c |}{col 14}{res}{space 2} .0609332{col 26}{space 2} .0551864{col 37}{space 1}    1.10{col 46}{space 3}0.272{col 54}{space 4}-.0484011{col 67}{space 3} .1702675
{txt}{space 7}2008  {c |}{col 14}{res}{space 2}-.0256607{col 26}{space 2} .0552989{col 37}{space 1}   -0.46{col 46}{space 3}0.644{col 54}{space 4}-.1352178{col 67}{space 3} .0838964
{txt}{space 7}2009  {c |}{col 14}{res}{space 2}-.0166429{col 26}{space 2} .1103516{col 37}{space 1}   -0.15{col 46}{space 3}0.880{col 54}{space 4}-.2352693{col 67}{space 3} .2019835
{txt}{space 7}2010  {c |}{col 14}{res}{space 2}  .067736{col 26}{space 2}   .11913{col 37}{space 1}    0.57{col 46}{space 3}0.571{col 54}{space 4}-.1682819{col 67}{space 3}  .303754
{txt}{space 7}2011  {c |}{col 14}{res}{space 2} -.066672{col 26}{space 2} .1191552{col 37}{space 1}   -0.56{col 46}{space 3}0.577{col 54}{space 4}-.3027399{col 67}{space 3}  .169396
{txt}{space 12} {c |}
{space 7}_cons {c |}{col 14}{res}{space 2} .3948881{col 26}{space 2} .1910255{col 37}{space 1}    2.07{col 46}{space 3}0.041{col 54}{space 4} .0164323{col 67}{space 3}  .773344
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Linear regression                                      Number of obs ={res}     340
                                                       {txt}F( 32,   113) ={res}    2.02
                                                       {txt}Prob > F      = {res} 0.0038
                                                       {txt}R-squared     = {res} 0.1502
                                                       {txt}Root MSE      = {res} .12518

{txt}{ralign 78:(Std. Err. adjusted for {res:114} clusters in citystabbr)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}incumbentp~t{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
DIFFusmont~h {c |}{col 14}{res}{space 2} .0106614{col 26}{space 2} .0041259{col 37}{space 1}    2.58{col 46}{space 3}0.011{col 54}{space 4} .0024872{col 67}{space 3} .0188356
{txt}unemploymo~s {c |}{col 14}{res}{space 2} .0074209{col 26}{space 2} .0258367{col 37}{space 1}    0.29{col 46}{space 3}0.774{col 54}{space 4}-.0437662{col 67}{space 3}  .058608
{txt}CENSUS2000~c {c |}{col 14}{res}{space 2} .0068949{col 26}{space 2} .0023126{col 37}{space 1}    2.98{col 46}{space 3}0.004{col 54}{space 4} .0023133{col 67}{space 3} .0114765
{txt}logCENSUS2~p {c |}{col 14}{res}{space 2} .0078848{col 26}{space 2} .0100555{col 37}{space 1}    0.78{col 46}{space 3}0.435{col 54}{space 4}-.0120368{col 67}{space 3} .0278065
{txt}CEN~cpercent {c |}{col 14}{res}{space 2} .0849147{col 26}{space 2} .0515178{col 37}{space 1}    1.65{col 46}{space 3}0.102{col 54}{space 4}-.0171513{col 67}{space 3} .1869806
{txt}CEN~kpercent {c |}{col 14}{res}{space 2} -.000487{col 26}{space 2} .0618335{col 37}{space 1}   -0.01{col 46}{space 3}0.994{col 54}{space 4}-.1229904{col 67}{space 3} .1220164
{txt}CENSUS2000~s {c |}{col 14}{res}{space 2}-.2972085{col 26}{space 2} .1738272{col 37}{space 1}   -1.71{col 46}{space 3}0.090{col 54}{space 4}-.6415916{col 67}{space 3} .0471746
{txt}CENSUS2000~e {c |}{col 14}{res}{space 2}-.0018889{col 26}{space 2} .0014254{col 37}{space 1}   -1.33{col 46}{space 3}0.188{col 54}{space 4}-.0047128{col 67}{space 3} .0009351
{txt}CENSUS1990~c {c |}{col 14}{res}{space 2} -.005614{col 26}{space 2} .0025311{col 37}{space 1}   -2.22{col 46}{space 3}0.029{col 54}{space 4}-.0106286{col 67}{space 3}-.0005993
{txt}mayorcounc~m {c |}{col 14}{res}{space 2} .0193867{col 26}{space 2} .0190421{col 37}{space 1}    1.02{col 46}{space 3}0.311{col 54}{space 4}-.0183392{col 67}{space 3} .0571126
{txt}{space 3}demvs1988 {c |}{col 14}{res}{space 2}-.0330854{col 26}{space 2} .0914411{col 37}{space 1}   -0.36{col 46}{space 3}0.718{col 54}{space 4}-.2142466{col 67}{space 3} .1480759
{txt}{space 12} {c |}
{space 8}year {c |}
{space 7}1991  {c |}{col 14}{res}{space 2}  .022115{col 26}{space 2} .0592454{col 37}{space 1}    0.37{col 46}{space 3}0.710{col 54}{space 4}-.0952608{col 67}{space 3} .1394908
{txt}{space 7}1992  {c |}{col 14}{res}{space 2}-.0344049{col 26}{space 2} .0617272{col 37}{space 1}   -0.56{col 46}{space 3}0.578{col 54}{space 4}-.1566976{col 67}{space 3} .0878879
{txt}{space 7}1993  {c |}{col 14}{res}{space 2}-.0163933{col 26}{space 2} .0555676{col 37}{space 1}   -0.30{col 46}{space 3}0.769{col 54}{space 4}-.1264827{col 67}{space 3} .0936961
{txt}{space 7}1994  {c |}{col 14}{res}{space 2} .0605991{col 26}{space 2} .0508329{col 37}{space 1}    1.19{col 46}{space 3}0.236{col 54}{space 4}  -.04011{col 67}{space 3} .1613083
{txt}{space 7}1995  {c |}{col 14}{res}{space 2} .0173812{col 26}{space 2} .0470963{col 37}{space 1}    0.37{col 46}{space 3}0.713{col 54}{space 4}-.0759251{col 67}{space 3} .1106875
{txt}{space 7}1996  {c |}{col 14}{res}{space 2}-.0248174{col 26}{space 2} .0487499{col 37}{space 1}   -0.51{col 46}{space 3}0.612{col 54}{space 4}-.1213998{col 67}{space 3} .0717651
{txt}{space 7}1997  {c |}{col 14}{res}{space 2} .0067243{col 26}{space 2} .0501195{col 37}{space 1}    0.13{col 46}{space 3}0.894{col 54}{space 4}-.0925715{col 67}{space 3} .1060201
{txt}{space 7}1998  {c |}{col 14}{res}{space 2} .0583646{col 26}{space 2} .0613917{col 37}{space 1}    0.95{col 46}{space 3}0.344{col 54}{space 4}-.0632634{col 67}{space 3} .1799925
{txt}{space 7}1999  {c |}{col 14}{res}{space 2}   .07573{col 26}{space 2} .0601471{col 37}{space 1}    1.26{col 46}{space 3}0.211{col 54}{space 4}-.0434323{col 67}{space 3} .1948922
{txt}{space 7}2000  {c |}{col 14}{res}{space 2} .0516266{col 26}{space 2} .0667248{col 37}{space 1}    0.77{col 46}{space 3}0.441{col 54}{space 4}-.0805672{col 67}{space 3} .1838204
{txt}{space 7}2001  {c |}{col 14}{res}{space 2} .0327492{col 26}{space 2}  .051921{col 37}{space 1}    0.63{col 46}{space 3}0.529{col 54}{space 4}-.0701157{col 67}{space 3} .1356141
{txt}{space 7}2002  {c |}{col 14}{res}{space 2} .0617328{col 26}{space 2} .0508368{col 37}{space 1}    1.21{col 46}{space 3}0.227{col 54}{space 4}-.0389841{col 67}{space 3} .1624497
{txt}{space 7}2003  {c |}{col 14}{res}{space 2} .0474499{col 26}{space 2} .0474121{col 37}{space 1}    1.00{col 46}{space 3}0.319{col 54}{space 4} -.046482{col 67}{space 3} .1413819
{txt}{space 7}2004  {c |}{col 14}{res}{space 2}-.0704595{col 26}{space 2} .0584342{col 37}{space 1}   -1.21{col 46}{space 3}0.230{col 54}{space 4}-.1862281{col 67}{space 3} .0453092
{txt}{space 7}2005  {c |}{col 14}{res}{space 2}  .037411{col 26}{space 2}  .053561{col 37}{space 1}    0.70{col 46}{space 3}0.486{col 54}{space 4} -.068703{col 67}{space 3}  .143525
{txt}{space 7}2006  {c |}{col 14}{res}{space 2} .0433644{col 26}{space 2} .0653015{col 37}{space 1}    0.66{col 46}{space 3}0.508{col 54}{space 4}-.0860096{col 67}{space 3} .1727384
{txt}{space 7}2007  {c |}{col 14}{res}{space 2}  .062471{col 26}{space 2} .0552197{col 37}{space 1}    1.13{col 46}{space 3}0.260{col 54}{space 4}-.0469291{col 67}{space 3} .1718711
{txt}{space 7}2008  {c |}{col 14}{res}{space 2}-.0278981{col 26}{space 2} .0553089{col 37}{space 1}   -0.50{col 46}{space 3}0.615{col 54}{space 4} -.137475{col 67}{space 3} .0816788
{txt}{space 7}2009  {c |}{col 14}{res}{space 2}-.0301736{col 26}{space 2} .1095288{col 37}{space 1}   -0.28{col 46}{space 3}0.783{col 54}{space 4}-.2471699{col 67}{space 3} .1868226
{txt}{space 7}2010  {c |}{col 14}{res}{space 2} .0563548{col 26}{space 2} .1190076{col 37}{space 1}    0.47{col 46}{space 3}0.637{col 54}{space 4}-.1794206{col 67}{space 3} .2921302
{txt}{space 7}2011  {c |}{col 14}{res}{space 2}-.0772425{col 26}{space 2} .1189058{col 37}{space 1}   -0.65{col 46}{space 3}0.517{col 54}{space 4}-.3128164{col 67}{space 3} .1583314
{txt}{space 12} {c |}
{space 7}_cons {c |}{col 14}{res}{space 2} .3765881{col 26}{space 2} .1911628{col 37}{space 1}    1.97{col 46}{space 3}0.051{col 54}{space 4}  -.00214{col 67}{space 3} .7553162
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Linear regression                                      Number of obs ={res}     338
                                                       {txt}F( 32,   113) ={res}    2.03
                                                       {txt}Prob > F      = {res} 0.0036
                                                       {txt}R-squared     = {res} 0.1527
                                                       {txt}Root MSE      = {res} .12532

{txt}{ralign 78:(Std. Err. adjusted for {res:114} clusters in citystabbr)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}incumbentp~t{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
DIFFusmont~h {c |}{col 14}{res}{space 2} .0107723{col 26}{space 2} .0040983{col 37}{space 1}    2.63{col 46}{space 3}0.010{col 54}{space 4} .0026528{col 67}{space 3} .0188918
{txt}unemploymo~s {c |}{col 14}{res}{space 2} .0089739{col 26}{space 2} .0258808{col 37}{space 1}    0.35{col 46}{space 3}0.729{col 54}{space 4}-.0423008{col 67}{space 3} .0602485
{txt}CENSUS2000~c {c |}{col 14}{res}{space 2} .0067793{col 26}{space 2} .0023085{col 37}{space 1}    2.94{col 46}{space 3}0.004{col 54}{space 4} .0022057{col 67}{space 3} .0113528
{txt}logCENSUS2~p {c |}{col 14}{res}{space 2} .0091853{col 26}{space 2}  .010473{col 37}{space 1}    0.88{col 46}{space 3}0.382{col 54}{space 4}-.0115636{col 67}{space 3} .0299341
{txt}CEN~cpercent {c |}{col 14}{res}{space 2} .0802335{col 26}{space 2}  .053297{col 37}{space 1}    1.51{col 46}{space 3}0.135{col 54}{space 4}-.0253576{col 67}{space 3} .1858245
{txt}CEN~kpercent {c |}{col 14}{res}{space 2}-.0046213{col 26}{space 2} .0617661{col 37}{space 1}   -0.07{col 46}{space 3}0.940{col 54}{space 4}-.1269911{col 67}{space 3} .1177485
{txt}CENSUS2000~s {c |}{col 14}{res}{space 2}-.2924762{col 26}{space 2}  .174384{col 37}{space 1}   -1.68{col 46}{space 3}0.096{col 54}{space 4}-.6379625{col 67}{space 3}   .05301
{txt}CENSUS2000~e {c |}{col 14}{res}{space 2}-.0018184{col 26}{space 2} .0014395{col 37}{space 1}   -1.26{col 46}{space 3}0.209{col 54}{space 4}-.0046704{col 67}{space 3} .0010335
{txt}CENSUS1990~c {c |}{col 14}{res}{space 2}-.0057716{col 26}{space 2}  .002563{col 37}{space 1}   -2.25{col 46}{space 3}0.026{col 54}{space 4}-.0108494{col 67}{space 3}-.0006939
{txt}mayorcounc~m {c |}{col 14}{res}{space 2}  .017549{col 26}{space 2} .0192243{col 37}{space 1}    0.91{col 46}{space 3}0.363{col 54}{space 4}-.0205378{col 67}{space 3} .0556357
{txt}{space 3}demvs1988 {c |}{col 14}{res}{space 2}-.0365499{col 26}{space 2} .0934932{col 37}{space 1}   -0.39{col 46}{space 3}0.697{col 54}{space 4}-.2217767{col 67}{space 3}  .148677
{txt}{space 12} {c |}
{space 8}year {c |}
{space 7}1991  {c |}{col 14}{res}{space 2} .0183736{col 26}{space 2} .0592783{col 37}{space 1}    0.31{col 46}{space 3}0.757{col 54}{space 4}-.0990674{col 67}{space 3} .1358145
{txt}{space 7}1992  {c |}{col 14}{res}{space 2}-.0380583{col 26}{space 2} .0617227{col 37}{space 1}   -0.62{col 46}{space 3}0.539{col 54}{space 4} -.160342{col 67}{space 3} .0842254
{txt}{space 7}1993  {c |}{col 14}{res}{space 2} -.020295{col 26}{space 2}  .055371{col 37}{space 1}   -0.37{col 46}{space 3}0.715{col 54}{space 4} -.129995{col 67}{space 3} .0894051
{txt}{space 7}1994  {c |}{col 14}{res}{space 2}  .059755{col 26}{space 2} .0506594{col 37}{space 1}    1.18{col 46}{space 3}0.241{col 54}{space 4}-.0406104{col 67}{space 3} .1601203
{txt}{space 7}1995  {c |}{col 14}{res}{space 2} .0139731{col 26}{space 2} .0478724{col 37}{space 1}    0.29{col 46}{space 3}0.771{col 54}{space 4}-.0808708{col 67}{space 3} .1088171
{txt}{space 7}1996  {c |}{col 14}{res}{space 2}-.0243897{col 26}{space 2} .0486697{col 37}{space 1}   -0.50{col 46}{space 3}0.617{col 54}{space 4}-.1208132{col 67}{space 3} .0720338
{txt}{space 7}1997  {c |}{col 14}{res}{space 2} .0056906{col 26}{space 2} .0502084{col 37}{space 1}    0.11{col 46}{space 3}0.910{col 54}{space 4}-.0937813{col 67}{space 3} .1051625
{txt}{space 7}1998  {c |}{col 14}{res}{space 2} .0594393{col 26}{space 2} .0614378{col 37}{space 1}    0.97{col 46}{space 3}0.335{col 54}{space 4}  -.06228{col 67}{space 3} .1811585
{txt}{space 7}1999  {c |}{col 14}{res}{space 2} .0758946{col 26}{space 2}  .060179{col 37}{space 1}    1.26{col 46}{space 3}0.210{col 54}{space 4}-.0433308{col 67}{space 3} .1951201
{txt}{space 7}2000  {c |}{col 14}{res}{space 2}  .058418{col 26}{space 2}   .06714{col 37}{space 1}    0.87{col 46}{space 3}0.386{col 54}{space 4}-.0745984{col 67}{space 3} .1914345
{txt}{space 7}2001  {c |}{col 14}{res}{space 2} .0319109{col 26}{space 2} .0519757{col 37}{space 1}    0.61{col 46}{space 3}0.540{col 54}{space 4}-.0710622{col 67}{space 3} .1348841
{txt}{space 7}2002  {c |}{col 14}{res}{space 2} .0613893{col 26}{space 2} .0507704{col 37}{space 1}    1.21{col 46}{space 3}0.229{col 54}{space 4}-.0391961{col 67}{space 3} .1619746
{txt}{space 7}2003  {c |}{col 14}{res}{space 2} .0447636{col 26}{space 2} .0475421{col 37}{space 1}    0.94{col 46}{space 3}0.348{col 54}{space 4} -.049426{col 67}{space 3} .1389531
{txt}{space 7}2004  {c |}{col 14}{res}{space 2}-.0825438{col 26}{space 2} .0601321{col 37}{space 1}   -1.37{col 46}{space 3}0.173{col 54}{space 4}-.2016764{col 67}{space 3} .0365888
{txt}{space 7}2005  {c |}{col 14}{res}{space 2} .0364508{col 26}{space 2} .0535967{col 37}{space 1}    0.68{col 46}{space 3}0.498{col 54}{space 4}-.0697339{col 67}{space 3} .1426355
{txt}{space 7}2006  {c |}{col 14}{res}{space 2} .0394883{col 26}{space 2} .0643417{col 37}{space 1}    0.61{col 46}{space 3}0.541{col 54}{space 4}-.0879841{col 67}{space 3} .1669608
{txt}{space 7}2007  {c |}{col 14}{res}{space 2}  .062208{col 26}{space 2} .0552546{col 37}{space 1}    1.13{col 46}{space 3}0.263{col 54}{space 4}-.0472614{col 67}{space 3} .1716774
{txt}{space 7}2008  {c |}{col 14}{res}{space 2}-.0290279{col 26}{space 2}  .055095{col 37}{space 1}   -0.53{col 46}{space 3}0.599{col 54}{space 4} -.138181{col 67}{space 3} .0801251
{txt}{space 7}2009  {c |}{col 14}{res}{space 2}-.0375724{col 26}{space 2} .1094717{col 37}{space 1}   -0.34{col 46}{space 3}0.732{col 54}{space 4}-.2544557{col 67}{space 3} .1793108
{txt}{space 7}2010  {c |}{col 14}{res}{space 2} .0495529{col 26}{space 2} .1194206{col 37}{space 1}    0.41{col 46}{space 3}0.679{col 54}{space 4}-.1870408{col 67}{space 3} .2861466
{txt}{space 7}2011  {c |}{col 14}{res}{space 2}-.0836265{col 26}{space 2} .1190681{col 37}{space 1}   -0.70{col 46}{space 3}0.484{col 54}{space 4}-.3195219{col 67}{space 3}  .152269
{txt}{space 12} {c |}
{space 7}_cons {c |}{col 14}{res}{space 2} .3645083{col 26}{space 2} .1924683{col 37}{space 1}    1.89{col 46}{space 3}0.061{col 54}{space 4}-.0168061{col 67}{space 3} .7458226
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Linear regression                                      Number of obs ={res}     336
                                                       {txt}F( 32,   113) ={res}    1.99
                                                       {txt}Prob > F      = {res} 0.0043
                                                       {txt}R-squared     = {res} 0.1502
                                                       {txt}Root MSE      = {res} .12563

{txt}{ralign 78:(Std. Err. adjusted for {res:114} clusters in citystabbr)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}incumbentp~t{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
DIFFusmont~h {c |}{col 14}{res}{space 2} .0108018{col 26}{space 2} .0041096{col 37}{space 1}    2.63{col 46}{space 3}0.010{col 54}{space 4}   .00266{col 67}{space 3} .0189436
{txt}unemploymo~s {c |}{col 14}{res}{space 2} .0079321{col 26}{space 2} .0259168{col 37}{space 1}    0.31{col 46}{space 3}0.760{col 54}{space 4}-.0434137{col 67}{space 3}  .059278
{txt}CENSUS2000~c {c |}{col 14}{res}{space 2} .0067724{col 26}{space 2}  .002299{col 37}{space 1}    2.95{col 46}{space 3}0.004{col 54}{space 4} .0022176{col 67}{space 3} .0113272
{txt}logCENSUS2~p {c |}{col 14}{res}{space 2} .0084158{col 26}{space 2} .0100549{col 37}{space 1}    0.84{col 46}{space 3}0.404{col 54}{space 4}-.0115048{col 67}{space 3} .0283364
{txt}CEN~cpercent {c |}{col 14}{res}{space 2} .0819893{col 26}{space 2} .0514692{col 37}{space 1}    1.59{col 46}{space 3}0.114{col 54}{space 4}-.0199805{col 67}{space 3} .1839591
{txt}CEN~kpercent {c |}{col 14}{res}{space 2}-.0078611{col 26}{space 2}  .062734{col 37}{space 1}   -0.13{col 46}{space 3}0.901{col 54}{space 4}-.1321485{col 67}{space 3} .1164263
{txt}CENSUS2000~s {c |}{col 14}{res}{space 2}-.3187151{col 26}{space 2} .1792237{col 37}{space 1}   -1.78{col 46}{space 3}0.078{col 54}{space 4}-.6737896{col 67}{space 3} .0363593
{txt}CENSUS2000~e {c |}{col 14}{res}{space 2}-.0019257{col 26}{space 2} .0014407{col 37}{space 1}   -1.34{col 46}{space 3}0.184{col 54}{space 4}  -.00478{col 67}{space 3} .0009287
{txt}CENSUS1990~c {c |}{col 14}{res}{space 2}-.0055816{col 26}{space 2} .0025408{col 37}{space 1}   -2.20{col 46}{space 3}0.030{col 54}{space 4}-.0106154{col 67}{space 3}-.0005479
{txt}mayorcounc~m {c |}{col 14}{res}{space 2} .0196094{col 26}{space 2} .0192067{col 37}{space 1}    1.02{col 46}{space 3}0.309{col 54}{space 4}-.0184424{col 67}{space 3} .0576612
{txt}{space 3}demvs1988 {c |}{col 14}{res}{space 2}-.0221277{col 26}{space 2} .0919539{col 37}{space 1}   -0.24{col 46}{space 3}0.810{col 54}{space 4}-.2043049{col 67}{space 3} .1600494
{txt}{space 12} {c |}
{space 8}year {c |}
{space 7}1991  {c |}{col 14}{res}{space 2} .0218106{col 26}{space 2} .0591074{col 37}{space 1}    0.37{col 46}{space 3}0.713{col 54}{space 4}-.0952918{col 67}{space 3}  .138913
{txt}{space 7}1992  {c |}{col 14}{res}{space 2}-.0346483{col 26}{space 2}  .061777{col 37}{space 1}   -0.56{col 46}{space 3}0.576{col 54}{space 4}-.1570397{col 67}{space 3}  .087743
{txt}{space 7}1993  {c |}{col 14}{res}{space 2}-.0173397{col 26}{space 2} .0555349{col 37}{space 1}   -0.31{col 46}{space 3}0.755{col 54}{space 4}-.1273643{col 67}{space 3} .0926849
{txt}{space 7}1994  {c |}{col 14}{res}{space 2} .0615687{col 26}{space 2} .0509623{col 37}{space 1}    1.21{col 46}{space 3}0.230{col 54}{space 4}-.0393968{col 67}{space 3} .1625341
{txt}{space 7}1995  {c |}{col 14}{res}{space 2}  .015755{col 26}{space 2} .0475423{col 37}{space 1}    0.33{col 46}{space 3}0.741{col 54}{space 4}-.0784349{col 67}{space 3} .1099449
{txt}{space 7}1996  {c |}{col 14}{res}{space 2}-.0247639{col 26}{space 2} .0486233{col 37}{space 1}   -0.51{col 46}{space 3}0.612{col 54}{space 4}-.1210954{col 67}{space 3} .0715677
{txt}{space 7}1997  {c |}{col 14}{res}{space 2} .0058353{col 26}{space 2} .0503759{col 37}{space 1}    0.12{col 46}{space 3}0.908{col 54}{space 4}-.0939685{col 67}{space 3} .1056391
{txt}{space 7}1998  {c |}{col 14}{res}{space 2} .0584179{col 26}{space 2}  .061345{col 37}{space 1}    0.95{col 46}{space 3}0.343{col 54}{space 4}-.0631177{col 67}{space 3} .1799534
{txt}{space 7}1999  {c |}{col 14}{res}{space 2} .0761033{col 26}{space 2} .0601838{col 37}{space 1}    1.26{col 46}{space 3}0.209{col 54}{space 4}-.0431317{col 67}{space 3} .1953382
{txt}{space 7}2000  {c |}{col 14}{res}{space 2} .0527055{col 26}{space 2} .0667374{col 37}{space 1}    0.79{col 46}{space 3}0.431{col 54}{space 4}-.0795134{col 67}{space 3} .1849244
{txt}{space 7}2001  {c |}{col 14}{res}{space 2}  .036353{col 26}{space 2} .0524798{col 37}{space 1}    0.69{col 46}{space 3}0.490{col 54}{space 4} -.067619{col 67}{space 3}  .140325
{txt}{space 7}2002  {c |}{col 14}{res}{space 2}  .062004{col 26}{space 2}  .050862{col 37}{space 1}    1.22{col 46}{space 3}0.225{col 54}{space 4}-.0387628{col 67}{space 3} .1627707
{txt}{space 7}2003  {c |}{col 14}{res}{space 2} .0466278{col 26}{space 2} .0483087{col 37}{space 1}    0.97{col 46}{space 3}0.337{col 54}{space 4}-.0490804{col 67}{space 3}  .142336
{txt}{space 7}2004  {c |}{col 14}{res}{space 2}-.0701066{col 26}{space 2} .0583539{col 37}{space 1}   -1.20{col 46}{space 3}0.232{col 54}{space 4}-.1857162{col 67}{space 3} .0455031
{txt}{space 7}2005  {c |}{col 14}{res}{space 2} .0280791{col 26}{space 2} .0536639{col 37}{space 1}    0.52{col 46}{space 3}0.602{col 54}{space 4}-.0782389{col 67}{space 3}  .134397
{txt}{space 7}2006  {c |}{col 14}{res}{space 2} .0390136{col 26}{space 2} .0642612{col 37}{space 1}    0.61{col 46}{space 3}0.545{col 54}{space 4}-.0882994{col 67}{space 3} .1663266
{txt}{space 7}2007  {c |}{col 14}{res}{space 2}  .062794{col 26}{space 2} .0551174{col 37}{space 1}    1.14{col 46}{space 3}0.257{col 54}{space 4}-.0464034{col 67}{space 3} .1719915
{txt}{space 7}2008  {c |}{col 14}{res}{space 2}-.0270938{col 26}{space 2} .0551107{col 37}{space 1}   -0.49{col 46}{space 3}0.624{col 54}{space 4}-.1362781{col 67}{space 3} .0820906
{txt}{space 7}2009  {c |}{col 14}{res}{space 2}-.0333396{col 26}{space 2} .1097602{col 37}{space 1}   -0.30{col 46}{space 3}0.762{col 54}{space 4}-.2507944{col 67}{space 3} .1841152
{txt}{space 7}2010  {c |}{col 14}{res}{space 2} .0542266{col 26}{space 2} .1194577{col 37}{space 1}    0.45{col 46}{space 3}0.651{col 54}{space 4}-.1824406{col 67}{space 3} .2908939
{txt}{space 7}2011  {c |}{col 14}{res}{space 2}-.0797639{col 26}{space 2} .1194828{col 37}{space 1}   -0.67{col 46}{space 3}0.506{col 54}{space 4}-.3164809{col 67}{space 3} .1569531
{txt}{space 12} {c |}
{space 7}_cons {c |}{col 14}{res}{space 2} .3721723{col 26}{space 2} .1910915{col 37}{space 1}    1.95{col 46}{space 3}0.054{col 54}{space 4}-.0064144{col 67}{space 3} .7507591
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Linear regression                                      Number of obs ={res}     338
                                                       {txt}F( 32,   113) ={res}    2.13
                                                       {txt}Prob > F      = {res} 0.0020
                                                       {txt}R-squared     = {res} 0.1506
                                                       {txt}Root MSE      = {res} .12493

{txt}{ralign 78:(Std. Err. adjusted for {res:114} clusters in citystabbr)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}incumbentp~t{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
DIFFusmont~h {c |}{col 14}{res}{space 2} .0115282{col 26}{space 2} .0041026{col 37}{space 1}    2.81{col 46}{space 3}0.006{col 54}{space 4} .0034003{col 67}{space 3} .0196561
{txt}unemploymo~s {c |}{col 14}{res}{space 2} .0098167{col 26}{space 2} .0257263{col 37}{space 1}    0.38{col 46}{space 3}0.703{col 54}{space 4}-.0411517{col 67}{space 3} .0607851
{txt}CENSUS2000~c {c |}{col 14}{res}{space 2} .0068227{col 26}{space 2} .0023148{col 37}{space 1}    2.95{col 46}{space 3}0.004{col 54}{space 4} .0022366{col 67}{space 3} .0114087
{txt}logCENSUS2~p {c |}{col 14}{res}{space 2} .0072474{col 26}{space 2}  .010041{col 37}{space 1}    0.72{col 46}{space 3}0.472{col 54}{space 4}-.0126456{col 67}{space 3} .0271404
{txt}CEN~cpercent {c |}{col 14}{res}{space 2}  .094511{col 26}{space 2} .0512634{col 37}{space 1}    1.84{col 46}{space 3}0.068{col 54}{space 4}-.0070511{col 67}{space 3} .1960732
{txt}CEN~kpercent {c |}{col 14}{res}{space 2} .0122839{col 26}{space 2} .0613108{col 37}{space 1}    0.20{col 46}{space 3}0.842{col 54}{space 4}-.1091838{col 67}{space 3} .1337516
{txt}CENSUS2000~s {c |}{col 14}{res}{space 2}-.3150047{col 26}{space 2} .1740666{col 37}{space 1}   -1.81{col 46}{space 3}0.073{col 54}{space 4} -.659862{col 67}{space 3} .0298527
{txt}CENSUS2000~e {c |}{col 14}{res}{space 2}-.0019379{col 26}{space 2} .0014104{col 37}{space 1}   -1.37{col 46}{space 3}0.172{col 54}{space 4}-.0047322{col 67}{space 3} .0008564
{txt}CENSUS1990~c {c |}{col 14}{res}{space 2}-.0053579{col 26}{space 2} .0025344{col 37}{space 1}   -2.11{col 46}{space 3}0.037{col 54}{space 4}-.0103791{col 67}{space 3}-.0003368
{txt}mayorcounc~m {c |}{col 14}{res}{space 2} .0208317{col 26}{space 2}  .018877{col 37}{space 1}    1.10{col 46}{space 3}0.272{col 54}{space 4} -.016567{col 67}{space 3} .0582303
{txt}{space 3}demvs1988 {c |}{col 14}{res}{space 2}-.0251107{col 26}{space 2} .0916797{col 37}{space 1}   -0.27{col 46}{space 3}0.785{col 54}{space 4}-.2067447{col 67}{space 3} .1565234
{txt}{space 12} {c |}
{space 8}year {c |}
{space 7}1991  {c |}{col 14}{res}{space 2} .0220356{col 26}{space 2} .0597938{col 37}{space 1}    0.37{col 46}{space 3}0.713{col 54}{space 4}-.0964267{col 67}{space 3}  .140498
{txt}{space 7}1992  {c |}{col 14}{res}{space 2}-.0372571{col 26}{space 2} .0622968{col 37}{space 1}   -0.60{col 46}{space 3}0.551{col 54}{space 4}-.1606783{col 67}{space 3} .0861641
{txt}{space 7}1993  {c |}{col 14}{res}{space 2}-.0164852{col 26}{space 2} .0560819{col 37}{space 1}   -0.29{col 46}{space 3}0.769{col 54}{space 4}-.1275936{col 67}{space 3} .0946232
{txt}{space 7}1994  {c |}{col 14}{res}{space 2}   .06307{col 26}{space 2} .0512889{col 37}{space 1}    1.23{col 46}{space 3}0.221{col 54}{space 4}-.0385425{col 67}{space 3} .1646824
{txt}{space 7}1995  {c |}{col 14}{res}{space 2}   .02017{col 26}{space 2} .0474242{col 37}{space 1}    0.43{col 46}{space 3}0.671{col 54}{space 4}-.0737858{col 67}{space 3} .1141259
{txt}{space 7}1996  {c |}{col 14}{res}{space 2}-.0221463{col 26}{space 2} .0489131{col 37}{space 1}   -0.45{col 46}{space 3}0.652{col 54}{space 4} -.119052{col 67}{space 3} .0747594
{txt}{space 7}1997  {c |}{col 14}{res}{space 2} .0122444{col 26}{space 2} .0501246{col 37}{space 1}    0.24{col 46}{space 3}0.807{col 54}{space 4}-.0870614{col 67}{space 3} .1115502
{txt}{space 7}1998  {c |}{col 14}{res}{space 2} .0635509{col 26}{space 2} .0623495{col 37}{space 1}    1.02{col 46}{space 3}0.310{col 54}{space 4}-.0599746{col 67}{space 3} .1870765
{txt}{space 7}1999  {c |}{col 14}{res}{space 2} .0825992{col 26}{space 2} .0599776{col 37}{space 1}    1.38{col 46}{space 3}0.171{col 54}{space 4}-.0362273{col 67}{space 3} .2014257
{txt}{space 7}2000  {c |}{col 14}{res}{space 2} .0575799{col 26}{space 2} .0665616{col 37}{space 1}    0.87{col 46}{space 3}0.389{col 54}{space 4}-.0742906{col 67}{space 3} .1894504
{txt}{space 7}2001  {c |}{col 14}{res}{space 2} .0363309{col 26}{space 2} .0520765{col 37}{space 1}    0.70{col 46}{space 3}0.487{col 54}{space 4}-.0668421{col 67}{space 3} .1395038
{txt}{space 7}2002  {c |}{col 14}{res}{space 2} .0636268{col 26}{space 2} .0512174{col 37}{space 1}    1.24{col 46}{space 3}0.217{col 54}{space 4}-.0378442{col 67}{space 3} .1650978
{txt}{space 7}2003  {c |}{col 14}{res}{space 2}    .0502{col 26}{space 2} .0478118{col 37}{space 1}    1.05{col 46}{space 3}0.296{col 54}{space 4}-.0445239{col 67}{space 3} .1449238
{txt}{space 7}2004  {c |}{col 14}{res}{space 2}-.0676952{col 26}{space 2} .0585712{col 37}{space 1}   -1.16{col 46}{space 3}0.250{col 54}{space 4}-.1837353{col 67}{space 3} .0483449
{txt}{space 7}2005  {c |}{col 14}{res}{space 2} .0416722{col 26}{space 2} .0537118{col 37}{space 1}    0.78{col 46}{space 3}0.439{col 54}{space 4}-.0647405{col 67}{space 3}  .148085
{txt}{space 7}2006  {c |}{col 14}{res}{space 2} .0310608{col 26}{space 2} .0655633{col 37}{space 1}    0.47{col 46}{space 3}0.637{col 54}{space 4}-.0988319{col 67}{space 3} .1609534
{txt}{space 7}2007  {c |}{col 14}{res}{space 2} .0679249{col 26}{space 2} .0552827{col 37}{space 1}    1.23{col 46}{space 3}0.222{col 54}{space 4}-.0416001{col 67}{space 3} .1774498
{txt}{space 7}2008  {c |}{col 14}{res}{space 2} -.026539{col 26}{space 2} .0552762{col 37}{space 1}   -0.48{col 46}{space 3}0.632{col 54}{space 4}-.1360512{col 67}{space 3} .0829732
{txt}{space 7}2009  {c |}{col 14}{res}{space 2} -.036814{col 26}{space 2} .1097275{col 37}{space 1}   -0.34{col 46}{space 3}0.738{col 54}{space 4} -.254204{col 67}{space 3} .1805759
{txt}{space 7}2010  {c |}{col 14}{res}{space 2} .0335511{col 26}{space 2}  .120802{col 37}{space 1}    0.28{col 46}{space 3}0.782{col 54}{space 4}-.2057794{col 67}{space 3} .2728815
{txt}{space 7}2011  {c |}{col 14}{res}{space 2}-.0814807{col 26}{space 2} .1193268{col 37}{space 1}   -0.68{col 46}{space 3}0.496{col 54}{space 4}-.3178887{col 67}{space 3} .1549273
{txt}{space 12} {c |}
{space 7}_cons {c |}{col 14}{res}{space 2} .3590924{col 26}{space 2} .1905307{col 37}{space 1}    1.88{col 46}{space 3}0.062{col 54}{space 4}-.0183833{col 67}{space 3} .7365681
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Linear regression                                      Number of obs ={res}     340
                                                       {txt}F( 32,   113) ={res}    1.94
                                                       {txt}Prob > F      = {res} 0.0059
                                                       {txt}R-squared     = {res} 0.1463
                                                       {txt}Root MSE      = {res} .12513

{txt}{ralign 78:(Std. Err. adjusted for {res:114} clusters in citystabbr)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}incumbentp~t{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
DIFFusmont~h {c |}{col 14}{res}{space 2} .0103285{col 26}{space 2} .0042754{col 37}{space 1}    2.42{col 46}{space 3}0.017{col 54}{space 4} .0018581{col 67}{space 3} .0187988
{txt}unemploymo~s {c |}{col 14}{res}{space 2} .0077211{col 26}{space 2} .0258453{col 37}{space 1}    0.30{col 46}{space 3}0.766{col 54}{space 4} -.043483{col 67}{space 3} .0589253
{txt}CENSUS2000~c {c |}{col 14}{res}{space 2} .0065985{col 26}{space 2} .0023389{col 37}{space 1}    2.82{col 46}{space 3}0.006{col 54}{space 4} .0019647{col 67}{space 3} .0112323
{txt}logCENSUS2~p {c |}{col 14}{res}{space 2} .0076857{col 26}{space 2} .0100548{col 37}{space 1}    0.76{col 46}{space 3}0.446{col 54}{space 4}-.0122348{col 67}{space 3} .0276061
{txt}CEN~cpercent {c |}{col 14}{res}{space 2} .0844977{col 26}{space 2} .0515277{col 37}{space 1}    1.64{col 46}{space 3}0.104{col 54}{space 4}-.0175879{col 67}{space 3} .1865834
{txt}CEN~kpercent {c |}{col 14}{res}{space 2}  .000789{col 26}{space 2} .0619452{col 37}{space 1}    0.01{col 46}{space 3}0.990{col 54}{space 4}-.1219357{col 67}{space 3} .1235136
{txt}CENSUS2000~s {c |}{col 14}{res}{space 2} -.283324{col 26}{space 2} .1783817{col 37}{space 1}   -1.59{col 46}{space 3}0.115{col 54}{space 4}-.6367304{col 67}{space 3} .0700824
{txt}CENSUS2000~e {c |}{col 14}{res}{space 2}-.0018458{col 26}{space 2} .0014274{col 37}{space 1}   -1.29{col 46}{space 3}0.199{col 54}{space 4}-.0046738{col 67}{space 3} .0009821
{txt}CENSUS1990~c {c |}{col 14}{res}{space 2}-.0054662{col 26}{space 2} .0025526{col 37}{space 1}   -2.14{col 46}{space 3}0.034{col 54}{space 4}-.0105233{col 67}{space 3}-.0004091
{txt}mayorcounc~m {c |}{col 14}{res}{space 2} .0180024{col 26}{space 2} .0192242{col 37}{space 1}    0.94{col 46}{space 3}0.351{col 54}{space 4}-.0200841{col 67}{space 3}  .056089
{txt}{space 3}demvs1988 {c |}{col 14}{res}{space 2}-.0279572{col 26}{space 2} .0911359{col 37}{space 1}   -0.31{col 46}{space 3}0.760{col 54}{space 4}-.2085139{col 67}{space 3} .1525995
{txt}{space 12} {c |}
{space 8}year {c |}
{space 7}1991  {c |}{col 14}{res}{space 2} .0219232{col 26}{space 2} .0590184{col 37}{space 1}    0.37{col 46}{space 3}0.711{col 54}{space 4} -.095003{col 67}{space 3} .1388494
{txt}{space 7}1992  {c |}{col 14}{res}{space 2}-.0340162{col 26}{space 2} .0614429{col 37}{space 1}   -0.55{col 46}{space 3}0.581{col 54}{space 4}-.1557457{col 67}{space 3} .0877133
{txt}{space 7}1993  {c |}{col 14}{res}{space 2} -.017542{col 26}{space 2} .0552726{col 37}{space 1}   -0.32{col 46}{space 3}0.752{col 54}{space 4}-.1270469{col 67}{space 3}  .091963
{txt}{space 7}1994  {c |}{col 14}{res}{space 2} .0601803{col 26}{space 2} .0505533{col 37}{space 1}    1.19{col 46}{space 3}0.236{col 54}{space 4}-.0399749{col 67}{space 3} .1603356
{txt}{space 7}1995  {c |}{col 14}{res}{space 2} .0169744{col 26}{space 2} .0467755{col 37}{space 1}    0.36{col 46}{space 3}0.717{col 54}{space 4}-.0756963{col 67}{space 3}  .109645
{txt}{space 7}1996  {c |}{col 14}{res}{space 2} -.024144{col 26}{space 2} .0484885{col 37}{space 1}   -0.50{col 46}{space 3}0.619{col 54}{space 4}-.1202085{col 67}{space 3} .0719204
{txt}{space 7}1997  {c |}{col 14}{res}{space 2} .0059917{col 26}{space 2} .0498143{col 37}{space 1}    0.12{col 46}{space 3}0.904{col 54}{space 4}-.0926993{col 67}{space 3} .1046828
{txt}{space 7}1998  {c |}{col 14}{res}{space 2} .0584971{col 26}{space 2} .0612736{col 37}{space 1}    0.95{col 46}{space 3}0.342{col 54}{space 4}-.0628969{col 67}{space 3} .1798912
{txt}{space 7}1999  {c |}{col 14}{res}{space 2} .0759941{col 26}{space 2} .0599598{col 37}{space 1}    1.27{col 46}{space 3}0.208{col 54}{space 4}-.0427972{col 67}{space 3} .1947854
{txt}{space 7}2000  {c |}{col 14}{res}{space 2} .0524111{col 26}{space 2} .0663194{col 37}{space 1}    0.79{col 46}{space 3}0.431{col 54}{space 4}-.0789796{col 67}{space 3} .1838017
{txt}{space 7}2001  {c |}{col 14}{res}{space 2} .0318167{col 26}{space 2} .0515824{col 37}{space 1}    0.62{col 46}{space 3}0.539{col 54}{space 4}-.0703774{col 67}{space 3} .1340108
{txt}{space 7}2002  {c |}{col 14}{res}{space 2} .0613873{col 26}{space 2}  .050657{col 37}{space 1}    1.21{col 46}{space 3}0.228{col 54}{space 4}-.0389734{col 67}{space 3}  .161748
{txt}{space 7}2003  {c |}{col 14}{res}{space 2} .0467232{col 26}{space 2} .0470882{col 37}{space 1}    0.99{col 46}{space 3}0.323{col 54}{space 4}-.0465671{col 67}{space 3} .1400135
{txt}{space 7}2004  {c |}{col 14}{res}{space 2}-.0700092{col 26}{space 2}   .05836{col 37}{space 1}   -1.20{col 46}{space 3}0.233{col 54}{space 4}-.1856308{col 67}{space 3} .0456124
{txt}{space 7}2005  {c |}{col 14}{res}{space 2} .0365398{col 26}{space 2} .0532347{col 37}{space 1}    0.69{col 46}{space 3}0.494{col 54}{space 4}-.0689277{col 67}{space 3} .1420074
{txt}{space 7}2006  {c |}{col 14}{res}{space 2} .0389302{col 26}{space 2} .0641841{col 37}{space 1}    0.61{col 46}{space 3}0.545{col 54}{space 4}-.0882301{col 67}{space 3} .1660905
{txt}{space 7}2007  {c |}{col 14}{res}{space 2} .0628798{col 26}{space 2} .0549624{col 37}{space 1}    1.14{col 46}{space 3}0.255{col 54}{space 4}-.0460106{col 67}{space 3} .1717702
{txt}{space 7}2008  {c |}{col 14}{res}{space 2}-.0269451{col 26}{space 2} .0551004{col 37}{space 1}   -0.49{col 46}{space 3}0.626{col 54}{space 4} -.136109{col 67}{space 3} .0822187
{txt}{space 7}2009  {c |}{col 14}{res}{space 2}-.0320086{col 26}{space 2} .1093929{col 37}{space 1}   -0.29{col 46}{space 3}0.770{col 54}{space 4}-.2487357{col 67}{space 3} .1847185
{txt}{space 7}2010  {c |}{col 14}{res}{space 2} .0640988{col 26}{space 2} .1192622{col 37}{space 1}    0.54{col 46}{space 3}0.592{col 54}{space 4}-.1721812{col 67}{space 3} .3003787
{txt}{space 7}2011  {c |}{col 14}{res}{space 2}  -.07762{col 26}{space 2} .1192509{col 37}{space 1}   -0.65{col 46}{space 3}0.516{col 54}{space 4}-.3138776{col 67}{space 3} .1586377
{txt}{space 12} {c |}
{space 7}_cons {c |}{col 14}{res}{space 2} .3804428{col 26}{space 2} .1908029{col 37}{space 1}    1.99{col 46}{space 3}0.049{col 54}{space 4} .0024278{col 67}{space 3} .7584578
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Linear regression                                      Number of obs ={res}     340
                                                       {txt}F( 32,   113) ={res}    1.90
                                                       {txt}Prob > F      = {res} 0.0075
                                                       {txt}R-squared     = {res} 0.1378
                                                       {txt}Root MSE      = {res} .12351

{txt}{ralign 78:(Std. Err. adjusted for {res:114} clusters in citystabbr)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}incumbentp~t{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
DIFFusmont~h {c |}{col 14}{res}{space 2} .0114971{col 26}{space 2} .0041143{col 37}{space 1}    2.79{col 46}{space 3}0.006{col 54}{space 4}  .003346{col 67}{space 3} .0196483
{txt}unemploymo~s {c |}{col 14}{res}{space 2} .0078497{col 26}{space 2} .0256107{col 37}{space 1}    0.31{col 46}{space 3}0.760{col 54}{space 4}-.0428897{col 67}{space 3} .0585891
{txt}CENSUS2000~c {c |}{col 14}{res}{space 2} .0064091{col 26}{space 2} .0022626{col 37}{space 1}    2.83{col 46}{space 3}0.005{col 54}{space 4} .0019265{col 67}{space 3} .0108918
{txt}logCENSUS2~p {c |}{col 14}{res}{space 2} .0068135{col 26}{space 2} .0100837{col 37}{space 1}    0.68{col 46}{space 3}0.501{col 54}{space 4}-.0131642{col 67}{space 3} .0267912
{txt}CEN~cpercent {c |}{col 14}{res}{space 2} .0940338{col 26}{space 2} .0510156{col 37}{space 1}    1.84{col 46}{space 3}0.068{col 54}{space 4}-.0070374{col 67}{space 3} .1951049
{txt}CEN~kpercent {c |}{col 14}{res}{space 2} .0163851{col 26}{space 2} .0603403{col 37}{space 1}    0.27{col 46}{space 3}0.786{col 54}{space 4}-.1031599{col 67}{space 3} .1359302
{txt}CENSUS2000~s {c |}{col 14}{res}{space 2}-.2808147{col 26}{space 2} .1717131{col 37}{space 1}   -1.64{col 46}{space 3}0.105{col 54}{space 4}-.6210094{col 67}{space 3}   .05938
{txt}CENSUS2000~e {c |}{col 14}{res}{space 2}-.0021075{col 26}{space 2} .0013912{col 37}{space 1}   -1.51{col 46}{space 3}0.133{col 54}{space 4}-.0048637{col 67}{space 3} .0006488
{txt}CENSUS1990~c {c |}{col 14}{res}{space 2}-.0052429{col 26}{space 2} .0024759{col 37}{space 1}   -2.12{col 46}{space 3}0.036{col 54}{space 4}-.0101482{col 67}{space 3}-.0003376
{txt}mayorcounc~m {c |}{col 14}{res}{space 2} .0134234{col 26}{space 2} .0187068{col 37}{space 1}    0.72{col 46}{space 3}0.475{col 54}{space 4}-.0236382{col 67}{space 3}  .050485
{txt}{space 3}demvs1988 {c |}{col 14}{res}{space 2}-.0008767{col 26}{space 2} .0877339{col 37}{space 1}   -0.01{col 46}{space 3}0.992{col 54}{space 4}-.1746933{col 67}{space 3}   .17294
{txt}{space 12} {c |}
{space 8}year {c |}
{space 7}1991  {c |}{col 14}{res}{space 2} .0211642{col 26}{space 2} .0587235{col 37}{space 1}    0.36{col 46}{space 3}0.719{col 54}{space 4}-.0951777{col 67}{space 3} .1375061
{txt}{space 7}1992  {c |}{col 14}{res}{space 2}-.0343714{col 26}{space 2} .0607941{col 37}{space 1}   -0.57{col 46}{space 3}0.573{col 54}{space 4}-.1548154{col 67}{space 3} .0860726
{txt}{space 7}1993  {c |}{col 14}{res}{space 2}-.0186716{col 26}{space 2} .0550824{col 37}{space 1}   -0.34{col 46}{space 3}0.735{col 54}{space 4}-.1277998{col 67}{space 3} .0904565
{txt}{space 7}1994  {c |}{col 14}{res}{space 2} .0622322{col 26}{space 2} .0501814{col 37}{space 1}    1.24{col 46}{space 3}0.217{col 54}{space 4}-.0371861{col 67}{space 3} .1616505
{txt}{space 7}1995  {c |}{col 14}{res}{space 2}  .016166{col 26}{space 2} .0468041{col 37}{space 1}    0.35{col 46}{space 3}0.730{col 54}{space 4}-.0765614{col 67}{space 3} .1088935
{txt}{space 7}1996  {c |}{col 14}{res}{space 2} -.022955{col 26}{space 2} .0482388{col 37}{space 1}   -0.48{col 46}{space 3}0.635{col 54}{space 4}-.1185247{col 67}{space 3} .0726147
{txt}{space 7}1997  {c |}{col 14}{res}{space 2} .0044554{col 26}{space 2} .0499081{col 37}{space 1}    0.09{col 46}{space 3}0.929{col 54}{space 4}-.0944215{col 67}{space 3} .1033323
{txt}{space 7}1998  {c |}{col 14}{res}{space 2} .0572951{col 26}{space 2} .0613891{col 37}{space 1}    0.93{col 46}{space 3}0.353{col 54}{space 4}-.0643279{col 67}{space 3}  .178918
{txt}{space 7}1999  {c |}{col 14}{res}{space 2}  .075599{col 26}{space 2} .0599897{col 37}{space 1}    1.26{col 46}{space 3}0.210{col 54}{space 4}-.0432514{col 67}{space 3} .1944494
{txt}{space 7}2000  {c |}{col 14}{res}{space 2} .0531671{col 26}{space 2} .0659326{col 37}{space 1}    0.81{col 46}{space 3}0.422{col 54}{space 4}-.0774573{col 67}{space 3} .1837915
{txt}{space 7}2001  {c |}{col 14}{res}{space 2} .0300341{col 26}{space 2}  .051373{col 37}{space 1}    0.58{col 46}{space 3}0.560{col 54}{space 4}-.0717451{col 67}{space 3} .1318132
{txt}{space 7}2002  {c |}{col 14}{res}{space 2} .0616374{col 26}{space 2} .0505116{col 37}{space 1}    1.22{col 46}{space 3}0.225{col 54}{space 4}-.0384352{col 67}{space 3} .1617099
{txt}{space 7}2003  {c |}{col 14}{res}{space 2} .0457203{col 26}{space 2} .0469628{col 37}{space 1}    0.97{col 46}{space 3}0.332{col 54}{space 4}-.0473215{col 67}{space 3} .1387621
{txt}{space 7}2004  {c |}{col 14}{res}{space 2}-.0410788{col 26}{space 2}  .052581{col 37}{space 1}   -0.78{col 46}{space 3}0.436{col 54}{space 4}-.1452511{col 67}{space 3} .0630936
{txt}{space 7}2005  {c |}{col 14}{res}{space 2}   .03422{col 26}{space 2} .0530348{col 37}{space 1}    0.65{col 46}{space 3}0.520{col 54}{space 4}-.0708514{col 67}{space 3} .1392915
{txt}{space 7}2006  {c |}{col 14}{res}{space 2} .0392934{col 26}{space 2} .0636849{col 37}{space 1}    0.62{col 46}{space 3}0.538{col 54}{space 4}-.0868779{col 67}{space 3} .1654647
{txt}{space 7}2007  {c |}{col 14}{res}{space 2} .0620627{col 26}{space 2} .0549728{col 37}{space 1}    1.13{col 46}{space 3}0.261{col 54}{space 4}-.0468484{col 67}{space 3} .1709738
{txt}{space 7}2008  {c |}{col 14}{res}{space 2} -.026624{col 26}{space 2} .0548365{col 37}{space 1}   -0.49{col 46}{space 3}0.628{col 54}{space 4}-.1352651{col 67}{space 3}  .082017
{txt}{space 7}2009  {c |}{col 14}{res}{space 2}-.0348484{col 26}{space 2}  .108204{col 37}{space 1}   -0.32{col 46}{space 3}0.748{col 54}{space 4}  -.24922{col 67}{space 3} .1795231
{txt}{space 7}2010  {c |}{col 14}{res}{space 2} .0541768{col 26}{space 2}  .118795{col 37}{space 1}    0.46{col 46}{space 3}0.649{col 54}{space 4}-.1811776{col 67}{space 3} .2895311
{txt}{space 7}2011  {c |}{col 14}{res}{space 2}-.0812589{col 26}{space 2} .1188529{col 37}{space 1}   -0.68{col 46}{space 3}0.496{col 54}{space 4}-.3167279{col 67}{space 3} .1542102
{txt}{space 12} {c |}
{space 7}_cons {c |}{col 14}{res}{space 2} .3802206{col 26}{space 2} .1891111{col 37}{space 1}    2.01{col 46}{space 3}0.047{col 54}{space 4} .0055575{col 67}{space 3} .7548838
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Linear regression                                      Number of obs ={res}     337
                                                       {txt}F( 32,   113) ={res}    2.10
                                                       {txt}Prob > F      = {res} 0.0024
                                                       {txt}R-squared     = {res} 0.1518
                                                       {txt}Root MSE      = {res} .12556

{txt}{ralign 78:(Std. Err. adjusted for {res:114} clusters in citystabbr)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}incumbentp~t{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
DIFFusmont~h {c |}{col 14}{res}{space 2} .0115052{col 26}{space 2} .0040992{col 37}{space 1}    2.81{col 46}{space 3}0.006{col 54}{space 4} .0033839{col 67}{space 3} .0196265
{txt}unemploymo~s {c |}{col 14}{res}{space 2} .0061751{col 26}{space 2} .0259881{col 37}{space 1}    0.24{col 46}{space 3}0.813{col 54}{space 4}-.0453121{col 67}{space 3} .0576622
{txt}CENSUS2000~c {c |}{col 14}{res}{space 2} .0069249{col 26}{space 2} .0023289{col 37}{space 1}    2.97{col 46}{space 3}0.004{col 54}{space 4} .0023109{col 67}{space 3}  .011539
{txt}logCENSUS2~p {c |}{col 14}{res}{space 2} .0079711{col 26}{space 2} .0099254{col 37}{space 1}    0.80{col 46}{space 3}0.424{col 54}{space 4}-.0116928{col 67}{space 3} .0276351
{txt}CEN~cpercent {c |}{col 14}{res}{space 2} .0889468{col 26}{space 2} .0515472{col 37}{space 1}    1.73{col 46}{space 3}0.087{col 54}{space 4}-.0131775{col 67}{space 3}  .191071
{txt}CEN~kpercent {c |}{col 14}{res}{space 2} .0018185{col 26}{space 2}  .061958{col 37}{space 1}    0.03{col 46}{space 3}0.977{col 54}{space 4}-.1209314{col 67}{space 3} .1245685
{txt}CENSUS2000~s {c |}{col 14}{res}{space 2}-.3036993{col 26}{space 2} .1756081{col 37}{space 1}   -1.73{col 46}{space 3}0.086{col 54}{space 4}-.6516105{col 67}{space 3}  .044212
{txt}CENSUS2000~e {c |}{col 14}{res}{space 2}-.0017384{col 26}{space 2} .0014719{col 37}{space 1}   -1.18{col 46}{space 3}0.240{col 54}{space 4}-.0046545{col 67}{space 3} .0011778
{txt}CENSUS1990~c {c |}{col 14}{res}{space 2}-.0059591{col 26}{space 2} .0026773{col 37}{space 1}   -2.23{col 46}{space 3}0.028{col 54}{space 4}-.0112633{col 67}{space 3}-.0006548
{txt}mayorcounc~m {c |}{col 14}{res}{space 2}  .019423{col 26}{space 2} .0189681{col 37}{space 1}    1.02{col 46}{space 3}0.308{col 54}{space 4}-.0181561{col 67}{space 3} .0570022
{txt}{space 3}demvs1988 {c |}{col 14}{res}{space 2}-.0277764{col 26}{space 2} .0918365{col 37}{space 1}   -0.30{col 46}{space 3}0.763{col 54}{space 4}-.2097211{col 67}{space 3} .1541683
{txt}{space 12} {c |}
{space 8}year {c |}
{space 7}1991  {c |}{col 14}{res}{space 2} .0224664{col 26}{space 2}  .059318{col 37}{space 1}    0.38{col 46}{space 3}0.706{col 54}{space 4}-.0950532{col 67}{space 3}  .139986
{txt}{space 7}1992  {c |}{col 14}{res}{space 2}-.0327388{col 26}{space 2} .0614456{col 37}{space 1}   -0.53{col 46}{space 3}0.595{col 54}{space 4}-.1544735{col 67}{space 3}  .088996
{txt}{space 7}1993  {c |}{col 14}{res}{space 2}-.0167589{col 26}{space 2} .0553913{col 37}{space 1}   -0.30{col 46}{space 3}0.763{col 54}{space 4}-.1264991{col 67}{space 3} .0929813
{txt}{space 7}1994  {c |}{col 14}{res}{space 2} .0619978{col 26}{space 2} .0506813{col 37}{space 1}    1.22{col 46}{space 3}0.224{col 54}{space 4} -.038411{col 67}{space 3} .1624067
{txt}{space 7}1995  {c |}{col 14}{res}{space 2} .0158447{col 26}{space 2} .0470928{col 37}{space 1}    0.34{col 46}{space 3}0.737{col 54}{space 4}-.0774546{col 67}{space 3}  .109144
{txt}{space 7}1996  {c |}{col 14}{res}{space 2}-.0245878{col 26}{space 2} .0485175{col 37}{space 1}   -0.51{col 46}{space 3}0.613{col 54}{space 4}-.1207097{col 67}{space 3} .0715341
{txt}{space 7}1997  {c |}{col 14}{res}{space 2} .0030058{col 26}{space 2} .0505943{col 37}{space 1}    0.06{col 46}{space 3}0.953{col 54}{space 4}-.0972308{col 67}{space 3} .1032423
{txt}{space 7}1998  {c |}{col 14}{res}{space 2} .0557788{col 26}{space 2} .0615392{col 37}{space 1}    0.91{col 46}{space 3}0.367{col 54}{space 4}-.0661415{col 67}{space 3} .1776991
{txt}{space 7}1999  {c |}{col 14}{res}{space 2}  .072798{col 26}{space 2} .0602961{col 37}{space 1}    1.21{col 46}{space 3}0.230{col 54}{space 4}-.0466594{col 67}{space 3} .1922554
{txt}{space 7}2000  {c |}{col 14}{res}{space 2} .0493441{col 26}{space 2} .0668409{col 37}{space 1}    0.74{col 46}{space 3}0.462{col 54}{space 4}-.0830799{col 67}{space 3}  .181768
{txt}{space 7}2001  {c |}{col 14}{res}{space 2}  .032304{col 26}{space 2} .0532224{col 37}{space 1}    0.61{col 46}{space 3}0.545{col 54}{space 4}-.0731392{col 67}{space 3} .1377471
{txt}{space 7}2002  {c |}{col 14}{res}{space 2} .0625218{col 26}{space 2} .0505958{col 37}{space 1}    1.24{col 46}{space 3}0.219{col 54}{space 4}-.0377176{col 67}{space 3} .1627613
{txt}{space 7}2003  {c |}{col 14}{res}{space 2} .0471043{col 26}{space 2} .0473577{col 37}{space 1}    0.99{col 46}{space 3}0.322{col 54}{space 4}-.0467198{col 67}{space 3} .1409285
{txt}{space 7}2004  {c |}{col 14}{res}{space 2}-.0705139{col 26}{space 2} .0583183{col 37}{space 1}   -1.21{col 46}{space 3}0.229{col 54}{space 4} -.186053{col 67}{space 3} .0450253
{txt}{space 7}2005  {c |}{col 14}{res}{space 2} .0366815{col 26}{space 2} .0546272{col 37}{space 1}    0.67{col 46}{space 3}0.503{col 54}{space 4}-.0715448{col 67}{space 3} .1449078
{txt}{space 7}2006  {c |}{col 14}{res}{space 2}  .036863{col 26}{space 2} .0641764{col 37}{space 1}    0.57{col 46}{space 3}0.567{col 54}{space 4} -.090282{col 67}{space 3}  .164008
{txt}{space 7}2007  {c |}{col 14}{res}{space 2} .0605761{col 26}{space 2} .0552008{col 37}{space 1}    1.10{col 46}{space 3}0.275{col 54}{space 4}-.0487866{col 67}{space 3} .1699389
{txt}{space 7}2008  {c |}{col 14}{res}{space 2}-.0260697{col 26}{space 2} .0550744{col 37}{space 1}   -0.47{col 46}{space 3}0.637{col 54}{space 4} -.135182{col 67}{space 3} .0830426
{txt}{space 7}2009  {c |}{col 14}{res}{space 2}-.0355495{col 26}{space 2}  .109609{col 37}{space 1}   -0.32{col 46}{space 3}0.746{col 54}{space 4}-.2527047{col 67}{space 3} .1816056
{txt}{space 7}2010  {c |}{col 14}{res}{space 2} .0619633{col 26}{space 2} .1198166{col 37}{space 1}    0.52{col 46}{space 3}0.606{col 54}{space 4} -.175415{col 67}{space 3} .2993416
{txt}{space 7}2011  {c |}{col 14}{res}{space 2}-.0729786{col 26}{space 2} .1187913{col 37}{space 1}   -0.61{col 46}{space 3}0.540{col 54}{space 4}-.3083256{col 67}{space 3} .1623685
{txt}{space 12} {c |}
{space 7}_cons {c |}{col 14}{res}{space 2}  .387813{col 26}{space 2} .1908374{col 37}{space 1}    2.03{col 46}{space 3}0.044{col 54}{space 4} .0097296{col 67}{space 3} .7658964
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Linear regression                                      Number of obs ={res}     340
                                                       {txt}F( 32,   113) ={res}    2.03
                                                       {txt}Prob > F      = {res} 0.0035
                                                       {txt}R-squared     = {res} 0.1515
                                                       {txt}Root MSE      = {res} .12472

{txt}{ralign 78:(Std. Err. adjusted for {res:114} clusters in citystabbr)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}incumbentp~t{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
DIFFusmont~h {c |}{col 14}{res}{space 2} .0108415{col 26}{space 2} .0040946{col 37}{space 1}    2.65{col 46}{space 3}0.009{col 54}{space 4} .0027295{col 67}{space 3} .0189536
{txt}unemploymo~s {c |}{col 14}{res}{space 2} .0048002{col 26}{space 2} .0258988{col 37}{space 1}    0.19{col 46}{space 3}0.853{col 54}{space 4}-.0465099{col 67}{space 3} .0561103
{txt}CENSUS2000~c {c |}{col 14}{res}{space 2} .0069957{col 26}{space 2} .0023096{col 37}{space 1}    3.03{col 46}{space 3}0.003{col 54}{space 4}   .00242{col 67}{space 3} .0115714
{txt}logCENSUS2~p {c |}{col 14}{res}{space 2} .0085663{col 26}{space 2} .0099985{col 37}{space 1}    0.86{col 46}{space 3}0.393{col 54}{space 4}-.0112426{col 67}{space 3} .0283751
{txt}CEN~cpercent {c |}{col 14}{res}{space 2} .0887778{col 26}{space 2} .0509441{col 37}{space 1}    1.74{col 46}{space 3}0.084{col 54}{space 4}-.0121516{col 67}{space 3} .1897072
{txt}CEN~kpercent {c |}{col 14}{res}{space 2}-.0003139{col 26}{space 2} .0617983{col 37}{space 1}   -0.01{col 46}{space 3}0.996{col 54}{space 4}-.1227474{col 67}{space 3} .1221197
{txt}CENSUS2000~s {c |}{col 14}{res}{space 2}-.2947351{col 26}{space 2} .1745356{col 37}{space 1}   -1.69{col 46}{space 3}0.094{col 54}{space 4}-.6405216{col 67}{space 3} .0510515
{txt}CENSUS2000~e {c |}{col 14}{res}{space 2}-.0017327{col 26}{space 2} .0014496{col 37}{space 1}   -1.20{col 46}{space 3}0.234{col 54}{space 4}-.0046046{col 67}{space 3} .0011392
{txt}CENSUS1990~c {c |}{col 14}{res}{space 2}-.0059781{col 26}{space 2} .0025634{col 37}{space 1}   -2.33{col 46}{space 3}0.021{col 54}{space 4}-.0110567{col 67}{space 3}-.0008996
{txt}mayorcounc~m {c |}{col 14}{res}{space 2} .0176204{col 26}{space 2}  .018988{col 37}{space 1}    0.93{col 46}{space 3}0.355{col 54}{space 4}-.0199984{col 67}{space 3} .0552391
{txt}{space 3}demvs1988 {c |}{col 14}{res}{space 2}-.0345421{col 26}{space 2} .0921109{col 37}{space 1}   -0.38{col 46}{space 3}0.708{col 54}{space 4}-.2170303{col 67}{space 3} .1479461
{txt}{space 12} {c |}
{space 8}year {c |}
{space 7}1991  {c |}{col 14}{res}{space 2} .0245209{col 26}{space 2} .0594702{col 37}{space 1}    0.41{col 46}{space 3}0.681{col 54}{space 4}-.0933004{col 67}{space 3} .1423421
{txt}{space 7}1992  {c |}{col 14}{res}{space 2}-.0301292{col 26}{space 2} .0614499{col 37}{space 1}   -0.49{col 46}{space 3}0.625{col 54}{space 4}-.1518725{col 67}{space 3} .0916141
{txt}{space 7}1993  {c |}{col 14}{res}{space 2}-.0152717{col 26}{space 2} .0556672{col 37}{space 1}   -0.27{col 46}{space 3}0.784{col 54}{space 4}-.1255584{col 67}{space 3}  .095015
{txt}{space 7}1994  {c |}{col 14}{res}{space 2} .0608423{col 26}{space 2} .0506556{col 37}{space 1}    1.20{col 46}{space 3}0.232{col 54}{space 4}-.0395156{col 67}{space 3} .1612001
{txt}{space 7}1995  {c |}{col 14}{res}{space 2} .0160485{col 26}{space 2} .0469504{col 37}{space 1}    0.34{col 46}{space 3}0.733{col 54}{space 4}-.0769687{col 67}{space 3} .1090658
{txt}{space 7}1996  {c |}{col 14}{res}{space 2}-.0256755{col 26}{space 2} .0485326{col 37}{space 1}   -0.53{col 46}{space 3}0.598{col 54}{space 4}-.1218272{col 67}{space 3} .0704763
{txt}{space 7}1997  {c |}{col 14}{res}{space 2} .0030044{col 26}{space 2} .0500362{col 37}{space 1}    0.06{col 46}{space 3}0.952{col 54}{space 4}-.0961263{col 67}{space 3} .1021351
{txt}{space 7}1998  {c |}{col 14}{res}{space 2} .0543559{col 26}{space 2} .0614268{col 37}{space 1}    0.88{col 46}{space 3}0.378{col 54}{space 4}-.0673418{col 67}{space 3} .1760535
{txt}{space 7}1999  {c |}{col 14}{res}{space 2} .0705334{col 26}{space 2} .0600364{col 37}{space 1}    1.17{col 46}{space 3}0.243{col 54}{space 4}-.0484095{col 67}{space 3} .1894764
{txt}{space 7}2000  {c |}{col 14}{res}{space 2} .0467356{col 26}{space 2} .0664711{col 37}{space 1}    0.70{col 46}{space 3}0.483{col 54}{space 4}-.0849556{col 67}{space 3} .1784268
{txt}{space 7}2001  {c |}{col 14}{res}{space 2}  .021426{col 26}{space 2} .0515473{col 37}{space 1}    0.42{col 46}{space 3}0.678{col 54}{space 4}-.0806984{col 67}{space 3} .1235505
{txt}{space 7}2002  {c |}{col 14}{res}{space 2} .0616831{col 26}{space 2} .0506008{col 37}{space 1}    1.22{col 46}{space 3}0.225{col 54}{space 4}-.0385662{col 67}{space 3} .1619323
{txt}{space 7}2003  {c |}{col 14}{res}{space 2} .0470186{col 26}{space 2}  .047315{col 37}{space 1}    0.99{col 46}{space 3}0.322{col 54}{space 4}-.0467211{col 67}{space 3} .1407582
{txt}{space 7}2004  {c |}{col 14}{res}{space 2}-.0710256{col 26}{space 2} .0582718{col 37}{space 1}   -1.22{col 46}{space 3}0.225{col 54}{space 4}-.1864724{col 67}{space 3} .0444213
{txt}{space 7}2005  {c |}{col 14}{res}{space 2} .0350519{col 26}{space 2} .0534268{col 37}{space 1}    0.66{col 46}{space 3}0.513{col 54}{space 4}-.0707962{col 67}{space 3}    .1409
{txt}{space 7}2006  {c |}{col 14}{res}{space 2} .0347134{col 26}{space 2} .0642232{col 37}{space 1}    0.54{col 46}{space 3}0.590{col 54}{space 4}-.0925243{col 67}{space 3} .1619511
{txt}{space 7}2007  {c |}{col 14}{res}{space 2} .0593612{col 26}{space 2} .0550587{col 37}{space 1}    1.08{col 46}{space 3}0.283{col 54}{space 4}-.0497201{col 67}{space 3} .1684425
{txt}{space 7}2008  {c |}{col 14}{res}{space 2}-.0263575{col 26}{space 2} .0552516{col 37}{space 1}   -0.48{col 46}{space 3}0.634{col 54}{space 4}-.1358207{col 67}{space 3} .0831058
{txt}{space 7}2009  {c |}{col 14}{res}{space 2}-.0192798{col 26}{space 2} .1098137{col 37}{space 1}   -0.18{col 46}{space 3}0.861{col 54}{space 4}-.2368405{col 67}{space 3} .1982809
{txt}{space 7}2010  {c |}{col 14}{res}{space 2} .0667469{col 26}{space 2} .1191757{col 37}{space 1}    0.56{col 46}{space 3}0.577{col 54}{space 4}-.1693618{col 67}{space 3} .3028555
{txt}{space 7}2011  {c |}{col 14}{res}{space 2}-.0682354{col 26}{space 2} .1189602{col 37}{space 1}   -0.57{col 46}{space 3}0.567{col 54}{space 4} -.303917{col 67}{space 3} .1674462
{txt}{space 12} {c |}
{space 7}_cons {c |}{col 14}{res}{space 2} .3884471{col 26}{space 2} .1916789{col 37}{space 1}    2.03{col 46}{space 3}0.045{col 54}{space 4} .0086967{col 67}{space 3} .7681975
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Linear regression                                      Number of obs ={res}     338
                                                       {txt}F( 32,   113) ={res}    2.00
                                                       {txt}Prob > F      = {res} 0.0042
                                                       {txt}R-squared     = {res} 0.1526
                                                       {txt}Root MSE      = {res} .12508

{txt}{ralign 78:(Std. Err. adjusted for {res:114} clusters in citystabbr)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}incumbentp~t{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
DIFFusmont~h {c |}{col 14}{res}{space 2} .0112613{col 26}{space 2}  .004065{col 37}{space 1}    2.77{col 46}{space 3}0.007{col 54}{space 4} .0032078{col 67}{space 3} .0193147
{txt}unemploymo~s {c |}{col 14}{res}{space 2} .0007728{col 26}{space 2} .0265686{col 37}{space 1}    0.03{col 46}{space 3}0.977{col 54}{space 4}-.0518644{col 67}{space 3}   .05341
{txt}CENSUS2000~c {c |}{col 14}{res}{space 2} .0068685{col 26}{space 2} .0023165{col 37}{space 1}    2.97{col 46}{space 3}0.004{col 54}{space 4} .0022791{col 67}{space 3} .0114579
{txt}logCENSUS2~p {c |}{col 14}{res}{space 2} .0075609{col 26}{space 2} .0099509{col 37}{space 1}    0.76{col 46}{space 3}0.449{col 54}{space 4}-.0121535{col 67}{space 3} .0272753
{txt}CEN~cpercent {c |}{col 14}{res}{space 2} .0886326{col 26}{space 2} .0513028{col 37}{space 1}    1.73{col 46}{space 3}0.087{col 54}{space 4}-.0130075{col 67}{space 3} .1902727
{txt}CEN~kpercent {c |}{col 14}{res}{space 2} .0034465{col 26}{space 2} .0617202{col 37}{space 1}    0.06{col 46}{space 3}0.956{col 54}{space 4}-.1188323{col 67}{space 3} .1257253
{txt}CENSUS2000~s {c |}{col 14}{res}{space 2}-.3148106{col 26}{space 2} .1749561{col 37}{space 1}   -1.80{col 46}{space 3}0.075{col 54}{space 4}-.6614303{col 67}{space 3}  .031809
{txt}CENSUS2000~e {c |}{col 14}{res}{space 2} -.001802{col 26}{space 2} .0014332{col 37}{space 1}   -1.26{col 46}{space 3}0.211{col 54}{space 4}-.0046414{col 67}{space 3} .0010374
{txt}CENSUS1990~c {c |}{col 14}{res}{space 2}-.0056276{col 26}{space 2} .0025516{col 37}{space 1}   -2.21{col 46}{space 3}0.029{col 54}{space 4}-.0106829{col 67}{space 3}-.0005724
{txt}mayorcounc~m {c |}{col 14}{res}{space 2} .0178591{col 26}{space 2} .0189829{col 37}{space 1}    0.94{col 46}{space 3}0.349{col 54}{space 4}-.0197494{col 67}{space 3} .0554675
{txt}{space 3}demvs1988 {c |}{col 14}{res}{space 2}-.0269468{col 26}{space 2}  .092153{col 37}{space 1}   -0.29{col 46}{space 3}0.771{col 54}{space 4}-.2095185{col 67}{space 3} .1556249
{txt}{space 12} {c |}
{space 8}year {c |}
{space 7}1991  {c |}{col 14}{res}{space 2} .0308125{col 26}{space 2} .0595142{col 37}{space 1}    0.52{col 46}{space 3}0.606{col 54}{space 4} -.087096{col 67}{space 3} .1487209
{txt}{space 7}1992  {c |}{col 14}{res}{space 2}-.0229617{col 26}{space 2} .0624618{col 37}{space 1}   -0.37{col 46}{space 3}0.714{col 54}{space 4}-.1467098{col 67}{space 3} .1007863
{txt}{space 7}1993  {c |}{col 14}{res}{space 2}-.0088723{col 26}{space 2} .0556104{col 37}{space 1}   -0.16{col 46}{space 3}0.874{col 54}{space 4}-.1190466{col 67}{space 3}  .101302
{txt}{space 7}1994  {c |}{col 14}{res}{space 2} .0635297{col 26}{space 2} .0508833{col 37}{space 1}    1.25{col 46}{space 3}0.214{col 54}{space 4}-.0372794{col 67}{space 3} .1643387
{txt}{space 7}1995  {c |}{col 14}{res}{space 2} .0170978{col 26}{space 2} .0468938{col 37}{space 1}    0.36{col 46}{space 3}0.716{col 54}{space 4}-.0758072{col 67}{space 3} .1100029
{txt}{space 7}1996  {c |}{col 14}{res}{space 2}-.0401017{col 26}{space 2} .0474323{col 37}{space 1}   -0.85{col 46}{space 3}0.400{col 54}{space 4}-.1340736{col 67}{space 3} .0538703
{txt}{space 7}1997  {c |}{col 14}{res}{space 2} .0003846{col 26}{space 2} .0500938{col 37}{space 1}    0.01{col 46}{space 3}0.994{col 54}{space 4}-.0988603{col 67}{space 3} .0996295
{txt}{space 7}1998  {c |}{col 14}{res}{space 2} .0492987{col 26}{space 2}  .061972{col 37}{space 1}    0.80{col 46}{space 3}0.428{col 54}{space 4} -.073479{col 67}{space 3} .1720764
{txt}{space 7}1999  {c |}{col 14}{res}{space 2} .0660154{col 26}{space 2} .0612823{col 37}{space 1}    1.08{col 46}{space 3}0.284{col 54}{space 4} -.055396{col 67}{space 3} .1874267
{txt}{space 7}2000  {c |}{col 14}{res}{space 2}  .039701{col 26}{space 2} .0679735{col 37}{space 1}    0.58{col 46}{space 3}0.560{col 54}{space 4}-.0949668{col 67}{space 3} .1743689
{txt}{space 7}2001  {c |}{col 14}{res}{space 2} .0303492{col 26}{space 2} .0518838{col 37}{space 1}    0.58{col 46}{space 3}0.560{col 54}{space 4} -.072442{col 67}{space 3} .1331405
{txt}{space 7}2002  {c |}{col 14}{res}{space 2}  .062799{col 26}{space 2} .0503858{col 37}{space 1}    1.25{col 46}{space 3}0.215{col 54}{space 4}-.0370244{col 67}{space 3} .1626224
{txt}{space 7}2003  {c |}{col 14}{res}{space 2} .0497063{col 26}{space 2} .0471075{col 37}{space 1}    1.06{col 46}{space 3}0.294{col 54}{space 4}-.0436221{col 67}{space 3} .1430348
{txt}{space 7}2004  {c |}{col 14}{res}{space 2} -.079563{col 26}{space 2} .0600247{col 37}{space 1}   -1.33{col 46}{space 3}0.188{col 54}{space 4}-.1984828{col 67}{space 3} .0393568
{txt}{space 7}2005  {c |}{col 14}{res}{space 2} .0335722{col 26}{space 2} .0535891{col 37}{space 1}    0.63{col 46}{space 3}0.532{col 54}{space 4}-.0725975{col 67}{space 3}  .139742
{txt}{space 7}2006  {c |}{col 14}{res}{space 2} .0302363{col 26}{space 2} .0645135{col 37}{space 1}    0.47{col 46}{space 3}0.640{col 54}{space 4}-.0975766{col 67}{space 3} .1580492
{txt}{space 7}2007  {c |}{col 14}{res}{space 2} .0562899{col 26}{space 2} .0556677{col 37}{space 1}    1.01{col 46}{space 3}0.314{col 54}{space 4}-.0539978{col 67}{space 3} .1665776
{txt}{space 7}2008  {c |}{col 14}{res}{space 2}-.0152644{col 26}{space 2} .0577531{col 37}{space 1}   -0.26{col 46}{space 3}0.792{col 54}{space 4}-.1296836{col 67}{space 3} .0991549
{txt}{space 7}2009  {c |}{col 14}{res}{space 2} -.002825{col 26}{space 2}  .111093{col 37}{space 1}   -0.03{col 46}{space 3}0.980{col 54}{space 4}-.2229203{col 67}{space 3} .2172702
{txt}{space 7}2010  {c |}{col 14}{res}{space 2} .0836681{col 26}{space 2} .1215972{col 37}{space 1}    0.69{col 46}{space 3}0.493{col 54}{space 4} -.157238{col 67}{space 3} .3245742
{txt}{space 7}2011  {c |}{col 14}{res}{space 2}-.0554114{col 26}{space 2} .1182232{col 37}{space 1}   -0.47{col 46}{space 3}0.640{col 54}{space 4}-.2896328{col 67}{space 3}   .17881
{txt}{space 12} {c |}
{space 7}_cons {c |}{col 14}{res}{space 2}  .418102{col 26}{space 2} .1935266{col 37}{space 1}    2.16{col 46}{space 3}0.033{col 54}{space 4} .0346908{col 67}{space 3} .8015131
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Linear regression                                      Number of obs ={res}     337
                                                       {txt}F( 32,   113) ={res}    2.16
                                                       {txt}Prob > F      = {res} 0.0016
                                                       {txt}R-squared     = {res} 0.1544
                                                       {txt}Root MSE      = {res} .12475

{txt}{ralign 78:(Std. Err. adjusted for {res:114} clusters in citystabbr)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}incumbentp~t{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
DIFFusmont~h {c |}{col 14}{res}{space 2} .0123388{col 26}{space 2} .0038986{col 37}{space 1}    3.16{col 46}{space 3}0.002{col 54}{space 4} .0046149{col 67}{space 3} .0200627
{txt}unemploymo~s {c |}{col 14}{res}{space 2} .0097109{col 26}{space 2} .0257154{col 37}{space 1}    0.38{col 46}{space 3}0.706{col 54}{space 4}-.0412359{col 67}{space 3} .0606577
{txt}CENSUS2000~c {c |}{col 14}{res}{space 2} .0062372{col 26}{space 2} .0022583{col 37}{space 1}    2.76{col 46}{space 3}0.007{col 54}{space 4}  .001763{col 67}{space 3} .0107113
{txt}logCENSUS2~p {c |}{col 14}{res}{space 2} .0100109{col 26}{space 2} .0100765{col 37}{space 1}    0.99{col 46}{space 3}0.323{col 54}{space 4}-.0099525{col 67}{space 3} .0299743
{txt}CEN~cpercent {c |}{col 14}{res}{space 2} .0727709{col 26}{space 2}  .051447{col 37}{space 1}    1.41{col 46}{space 3}0.160{col 54}{space 4}-.0291549{col 67}{space 3} .1746967
{txt}CEN~kpercent {c |}{col 14}{res}{space 2}  .000746{col 26}{space 2} .0615374{col 37}{space 1}    0.01{col 46}{space 3}0.990{col 54}{space 4}-.1211706{col 67}{space 3} .1226626
{txt}CENSUS2000~s {c |}{col 14}{res}{space 2}-.2987551{col 26}{space 2} .1719341{col 37}{space 1}   -1.74{col 46}{space 3}0.085{col 54}{space 4}-.6393875{col 67}{space 3} .0418774
{txt}CENSUS2000~e {c |}{col 14}{res}{space 2}-.0019176{col 26}{space 2} .0014156{col 37}{space 1}   -1.35{col 46}{space 3}0.178{col 54}{space 4}-.0047222{col 67}{space 3} .0008871
{txt}CENSUS1990~c {c |}{col 14}{res}{space 2}-.0048997{col 26}{space 2}  .002503{col 37}{space 1}   -1.96{col 46}{space 3}0.053{col 54}{space 4}-.0098586{col 67}{space 3} .0000593
{txt}mayorcounc~m {c |}{col 14}{res}{space 2} .0211264{col 26}{space 2} .0187696{col 37}{space 1}    1.13{col 46}{space 3}0.263{col 54}{space 4}-.0160596{col 67}{space 3} .0583124
{txt}{space 3}demvs1988 {c |}{col 14}{res}{space 2}-.0395439{col 26}{space 2} .0904383{col 37}{space 1}   -0.44{col 46}{space 3}0.663{col 54}{space 4}-.2187186{col 67}{space 3} .1396308
{txt}{space 12} {c |}
{space 8}year {c |}
{space 7}1991  {c |}{col 14}{res}{space 2} .0163998{col 26}{space 2}  .059483{col 37}{space 1}    0.28{col 46}{space 3}0.783{col 54}{space 4}-.1014467{col 67}{space 3} .1342463
{txt}{space 7}1992  {c |}{col 14}{res}{space 2}  -.04196{col 26}{space 2} .0615424{col 37}{space 1}   -0.68{col 46}{space 3}0.497{col 54}{space 4}-.1638867{col 67}{space 3} .0799667
{txt}{space 7}1993  {c |}{col 14}{res}{space 2}-.0186658{col 26}{space 2} .0557501{col 37}{space 1}   -0.33{col 46}{space 3}0.738{col 54}{space 4}-.1291167{col 67}{space 3} .0917852
{txt}{space 7}1994  {c |}{col 14}{res}{space 2} .0630948{col 26}{space 2} .0505458{col 37}{space 1}    1.25{col 46}{space 3}0.215{col 54}{space 4}-.0370454{col 67}{space 3} .1632351
{txt}{space 7}1995  {c |}{col 14}{res}{space 2} .0159855{col 26}{space 2} .0475345{col 37}{space 1}    0.34{col 46}{space 3}0.737{col 54}{space 4}-.0781889{col 67}{space 3} .1101599
{txt}{space 7}1996  {c |}{col 14}{res}{space 2} -.022229{col 26}{space 2} .0488106{col 37}{space 1}   -0.46{col 46}{space 3}0.650{col 54}{space 4}-.1189316{col 67}{space 3} .0744737
{txt}{space 7}1997  {c |}{col 14}{res}{space 2} .0068858{col 26}{space 2} .0506067{col 37}{space 1}    0.14{col 46}{space 3}0.892{col 54}{space 4}-.0933751{col 67}{space 3} .1071467
{txt}{space 7}1998  {c |}{col 14}{res}{space 2} .0609548{col 26}{space 2} .0619192{col 37}{space 1}    0.98{col 46}{space 3}0.327{col 54}{space 4}-.0617183{col 67}{space 3} .1836279
{txt}{space 7}1999  {c |}{col 14}{res}{space 2} .0780957{col 26}{space 2} .0604514{col 37}{space 1}    1.29{col 46}{space 3}0.199{col 54}{space 4}-.0416694{col 67}{space 3} .1978608
{txt}{space 7}2000  {c |}{col 14}{res}{space 2} .0466491{col 26}{space 2} .0677875{col 37}{space 1}    0.69{col 46}{space 3}0.493{col 54}{space 4}-.0876502{col 67}{space 3} .1809484
{txt}{space 7}2001  {c |}{col 14}{res}{space 2} .0335543{col 26}{space 2} .0523431{col 37}{space 1}    0.64{col 46}{space 3}0.523{col 54}{space 4}-.0701467{col 67}{space 3} .1372554
{txt}{space 7}2002  {c |}{col 14}{res}{space 2} .0546906{col 26}{space 2} .0515558{col 37}{space 1}    1.06{col 46}{space 3}0.291{col 54}{space 4}-.0474507{col 67}{space 3} .1568319
{txt}{space 7}2003  {c |}{col 14}{res}{space 2} .0462253{col 26}{space 2} .0478175{col 37}{space 1}    0.97{col 46}{space 3}0.336{col 54}{space 4}-.0485098{col 67}{space 3} .1409605
{txt}{space 7}2004  {c |}{col 14}{res}{space 2}-.0844628{col 26}{space 2} .0599007{col 37}{space 1}   -1.41{col 46}{space 3}0.161{col 54}{space 4}-.2031369{col 67}{space 3} .0342113
{txt}{space 7}2005  {c |}{col 14}{res}{space 2} .0381514{col 26}{space 2} .0540221{col 37}{space 1}    0.71{col 46}{space 3}0.482{col 54}{space 4}-.0688761{col 67}{space 3}  .145179
{txt}{space 7}2006  {c |}{col 14}{res}{space 2} .0407444{col 26}{space 2} .0644812{col 37}{space 1}    0.63{col 46}{space 3}0.529{col 54}{space 4}-.0870046{col 67}{space 3} .1684933
{txt}{space 7}2007  {c |}{col 14}{res}{space 2} .0619122{col 26}{space 2}  .055634{col 37}{space 1}    1.11{col 46}{space 3}0.268{col 54}{space 4}-.0483089{col 67}{space 3} .1721332
{txt}{space 7}2008  {c |}{col 14}{res}{space 2} -.028718{col 26}{space 2} .0549874{col 37}{space 1}   -0.52{col 46}{space 3}0.603{col 54}{space 4}-.1376579{col 67}{space 3} .0802219
{txt}{space 7}2009  {c |}{col 14}{res}{space 2}-.0398654{col 26}{space 2} .1089238{col 37}{space 1}   -0.37{col 46}{space 3}0.715{col 54}{space 4}-.2556631{col 67}{space 3} .1759323
{txt}{space 7}2010  {c |}{col 14}{res}{space 2} .0365415{col 26}{space 2} .1206926{col 37}{space 1}    0.30{col 46}{space 3}0.763{col 54}{space 4}-.2025723{col 67}{space 3} .2756553
{txt}{space 7}2011  {c |}{col 14}{res}{space 2}-.0877883{col 26}{space 2} .1187284{col 37}{space 1}   -0.74{col 46}{space 3}0.461{col 54}{space 4}-.3230108{col 67}{space 3} .1474341
{txt}{space 12} {c |}
{space 7}_cons {c |}{col 14}{res}{space 2} .3486013{col 26}{space 2} .1914658{col 37}{space 1}    1.82{col 46}{space 3}0.071{col 54}{space 4} -.030727{col 67}{space 3} .7279295
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Linear regression                                      Number of obs ={res}     338
                                                       {txt}F( 32,   113) ={res}    2.13
                                                       {txt}Prob > F      = {res} 0.0020
                                                       {txt}R-squared     = {res} 0.1552
                                                       {txt}Root MSE      = {res} .12484

{txt}{ralign 78:(Std. Err. adjusted for {res:114} clusters in citystabbr)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}incumbentp~t{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
DIFFusmont~h {c |}{col 14}{res}{space 2} .0107346{col 26}{space 2}  .004128{col 37}{space 1}    2.60{col 46}{space 3}0.011{col 54}{space 4} .0025563{col 67}{space 3}  .018913
{txt}unemploymo~s {c |}{col 14}{res}{space 2} .0082927{col 26}{space 2} .0256149{col 37}{space 1}    0.32{col 46}{space 3}0.747{col 54}{space 4}-.0424551{col 67}{space 3} .0590404
{txt}CENSUS2000~c {c |}{col 14}{res}{space 2} .0067263{col 26}{space 2} .0023019{col 37}{space 1}    2.92{col 46}{space 3}0.004{col 54}{space 4} .0021658{col 67}{space 3} .0112867
{txt}logCENSUS2~p {c |}{col 14}{res}{space 2} .0073025{col 26}{space 2}  .010013{col 37}{space 1}    0.73{col 46}{space 3}0.467{col 54}{space 4}-.0125351{col 67}{space 3} .0271401
{txt}CEN~cpercent {c |}{col 14}{res}{space 2} .0832319{col 26}{space 2} .0522361{col 37}{space 1}    1.59{col 46}{space 3}0.114{col 54}{space 4}-.0202573{col 67}{space 3} .1867211
{txt}CEN~kpercent {c |}{col 14}{res}{space 2}-.0077523{col 26}{space 2} .0619704{col 37}{space 1}   -0.13{col 46}{space 3}0.901{col 54}{space 4}-.1305269{col 67}{space 3} .1150223
{txt}CENSUS2000~s {c |}{col 14}{res}{space 2}-.2967423{col 26}{space 2} .1734802{col 37}{space 1}   -1.71{col 46}{space 3}0.090{col 54}{space 4}-.6404378{col 67}{space 3} .0469532
{txt}CENSUS2000~e {c |}{col 14}{res}{space 2}-.0019243{col 26}{space 2} .0014404{col 37}{space 1}   -1.34{col 46}{space 3}0.184{col 54}{space 4}-.0047781{col 67}{space 3} .0009295
{txt}CENSUS1990~c {c |}{col 14}{res}{space 2}-.0055697{col 26}{space 2} .0025923{col 37}{space 1}   -2.15{col 46}{space 3}0.034{col 54}{space 4}-.0107056{col 67}{space 3}-.0004338
{txt}mayorcounc~m {c |}{col 14}{res}{space 2} .0195597{col 26}{space 2}  .019309{col 37}{space 1}    1.01{col 46}{space 3}0.313{col 54}{space 4}-.0186949{col 67}{space 3} .0578143
{txt}{space 3}demvs1988 {c |}{col 14}{res}{space 2}-.0300094{col 26}{space 2} .0916419{col 37}{space 1}   -0.33{col 46}{space 3}0.744{col 54}{space 4}-.2115684{col 67}{space 3} .1515496
{txt}{space 12} {c |}
{space 8}year {c |}
{space 7}1991  {c |}{col 14}{res}{space 2} .0209513{col 26}{space 2} .0590975{col 37}{space 1}    0.35{col 46}{space 3}0.724{col 54}{space 4}-.0961315{col 67}{space 3} .1380342
{txt}{space 7}1992  {c |}{col 14}{res}{space 2} -.035823{col 26}{space 2} .0615348{col 37}{space 1}   -0.58{col 46}{space 3}0.562{col 54}{space 4}-.1577346{col 67}{space 3} .0860886
{txt}{space 7}1993  {c |}{col 14}{res}{space 2}-.0177823{col 26}{space 2}  .055646{col 37}{space 1}   -0.32{col 46}{space 3}0.750{col 54}{space 4} -.128027{col 67}{space 3} .0924624
{txt}{space 7}1994  {c |}{col 14}{res}{space 2} .0611536{col 26}{space 2} .0509211{col 37}{space 1}    1.20{col 46}{space 3}0.232{col 54}{space 4}-.0397304{col 67}{space 3} .1620376
{txt}{space 7}1995  {c |}{col 14}{res}{space 2} .0211795{col 26}{space 2} .0473917{col 37}{space 1}    0.45{col 46}{space 3}0.656{col 54}{space 4} -.072712{col 67}{space 3}  .115071
{txt}{space 7}1996  {c |}{col 14}{res}{space 2}-.0244509{col 26}{space 2} .0487787{col 37}{space 1}   -0.50{col 46}{space 3}0.617{col 54}{space 4}-.1210903{col 67}{space 3} .0721884
{txt}{space 7}1997  {c |}{col 14}{res}{space 2} .0068959{col 26}{space 2} .0502916{col 37}{space 1}    0.14{col 46}{space 3}0.891{col 54}{space 4}-.0927408{col 67}{space 3} .1065326
{txt}{space 7}1998  {c |}{col 14}{res}{space 2} .0589601{col 26}{space 2} .0611587{col 37}{space 1}    0.96{col 46}{space 3}0.337{col 54}{space 4}-.0622063{col 67}{space 3} .1801265
{txt}{space 7}1999  {c |}{col 14}{res}{space 2} .0765938{col 26}{space 2} .0598924{col 37}{space 1}    1.28{col 46}{space 3}0.204{col 54}{space 4}-.0420638{col 67}{space 3} .1952515
{txt}{space 7}2000  {c |}{col 14}{res}{space 2} .0529663{col 26}{space 2} .0663681{col 37}{space 1}    0.80{col 46}{space 3}0.427{col 54}{space 4} -.078521{col 67}{space 3} .1844536
{txt}{space 7}2001  {c |}{col 14}{res}{space 2} .0328382{col 26}{space 2} .0518004{col 37}{space 1}    0.63{col 46}{space 3}0.527{col 54}{space 4}-.0697878{col 67}{space 3} .1354642
{txt}{space 7}2002  {c |}{col 14}{res}{space 2} .0618706{col 26}{space 2} .0509005{col 37}{space 1}    1.22{col 46}{space 3}0.227{col 54}{space 4}-.0389725{col 67}{space 3} .1627136
{txt}{space 7}2003  {c |}{col 14}{res}{space 2} .0545566{col 26}{space 2} .0476916{col 37}{space 1}    1.14{col 46}{space 3}0.255{col 54}{space 4} -.039929{col 67}{space 3} .1490422
{txt}{space 7}2004  {c |}{col 14}{res}{space 2} -.070605{col 26}{space 2} .0584622{col 37}{space 1}   -1.21{col 46}{space 3}0.230{col 54}{space 4}-.1864292{col 67}{space 3} .0452192
{txt}{space 7}2005  {c |}{col 14}{res}{space 2} .0372931{col 26}{space 2} .0536584{col 37}{space 1}    0.70{col 46}{space 3}0.488{col 54}{space 4}-.0690138{col 67}{space 3}    .1436
{txt}{space 7}2006  {c |}{col 14}{res}{space 2} .0385665{col 26}{space 2} .0641587{col 37}{space 1}    0.60{col 46}{space 3}0.549{col 54}{space 4}-.0885435{col 67}{space 3} .1656765
{txt}{space 7}2007  {c |}{col 14}{res}{space 2} .0629786{col 26}{space 2} .0551176{col 37}{space 1}    1.14{col 46}{space 3}0.256{col 54}{space 4}-.0462192{col 67}{space 3} .1721765
{txt}{space 7}2008  {c |}{col 14}{res}{space 2}-.0283449{col 26}{space 2} .0552811{col 37}{space 1}   -0.51{col 46}{space 3}0.609{col 54}{space 4}-.1378668{col 67}{space 3} .0811769
{txt}{space 7}2009  {c |}{col 14}{res}{space 2}-.0346545{col 26}{space 2} .1094827{col 37}{space 1}   -0.32{col 46}{space 3}0.752{col 54}{space 4}-.2515596{col 67}{space 3} .1822505
{txt}{space 7}2010  {c |}{col 14}{res}{space 2} .0525479{col 26}{space 2} .1187131{col 37}{space 1}    0.44{col 46}{space 3}0.659{col 54}{space 4}-.1826441{col 67}{space 3} .2877399
{txt}{space 7}2011  {c |}{col 14}{res}{space 2}-.1237658{col 26}{space 2} .1306602{col 37}{space 1}   -0.95{col 46}{space 3}0.346{col 54}{space 4}-.3826272{col 67}{space 3} .1350955
{txt}{space 12} {c |}
{space 7}_cons {c |}{col 14}{res}{space 2} .3855201{col 26}{space 2}  .188513{col 37}{space 1}    2.05{col 46}{space 3}0.043{col 54}{space 4} .0120419{col 67}{space 3} .7589983
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Linear regression                                      Number of obs ={res}     339
                                                       {txt}F( 32,   113) ={res}    1.96
                                                       {txt}Prob > F      = {res} 0.0052
                                                       {txt}R-squared     = {res} 0.1481
                                                       {txt}Root MSE      = {res} .12546

{txt}{ralign 78:(Std. Err. adjusted for {res:114} clusters in citystabbr)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}incumbentp~t{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
DIFFusmont~h {c |}{col 14}{res}{space 2} .0109733{col 26}{space 2} .0041634{col 37}{space 1}    2.64{col 46}{space 3}0.010{col 54}{space 4} .0027249{col 67}{space 3} .0192217
{txt}unemploymo~s {c |}{col 14}{res}{space 2}  .007471{col 26}{space 2} .0260341{col 37}{space 1}    0.29{col 46}{space 3}0.775{col 54}{space 4}-.0441073{col 67}{space 3} .0590493
{txt}CENSUS2000~c {c |}{col 14}{res}{space 2} .0067582{col 26}{space 2} .0023061{col 37}{space 1}    2.93{col 46}{space 3}0.004{col 54}{space 4} .0021894{col 67}{space 3} .0113269
{txt}logCENSUS2~p {c |}{col 14}{res}{space 2} .0078739{col 26}{space 2} .0102021{col 37}{space 1}    0.77{col 46}{space 3}0.442{col 54}{space 4}-.0123383{col 67}{space 3}  .028086
{txt}CEN~cpercent {c |}{col 14}{res}{space 2} .0868894{col 26}{space 2} .0523568{col 37}{space 1}    1.66{col 46}{space 3}0.100{col 54}{space 4}-.0168388{col 67}{space 3} .1906175
{txt}CEN~kpercent {c |}{col 14}{res}{space 2}-.0010984{col 26}{space 2}  .061705{col 37}{space 1}   -0.02{col 46}{space 3}0.986{col 54}{space 4}-.1233471{col 67}{space 3} .1211504
{txt}CENSUS2000~s {c |}{col 14}{res}{space 2}-.3020299{col 26}{space 2} .1737191{col 37}{space 1}   -1.74{col 46}{space 3}0.085{col 54}{space 4}-.6461988{col 67}{space 3}  .042139
{txt}CENSUS2000~e {c |}{col 14}{res}{space 2}-.0018337{col 26}{space 2} .0014298{col 37}{space 1}   -1.28{col 46}{space 3}0.202{col 54}{space 4}-.0046665{col 67}{space 3}  .000999
{txt}CENSUS1990~c {c |}{col 14}{res}{space 2}-.0056121{col 26}{space 2} .0025711{col 37}{space 1}   -2.18{col 46}{space 3}0.031{col 54}{space 4}-.0107058{col 67}{space 3}-.0005183
{txt}mayorcounc~m {c |}{col 14}{res}{space 2} .0189776{col 26}{space 2} .0192657{col 37}{space 1}    0.99{col 46}{space 3}0.327{col 54}{space 4}-.0191912{col 67}{space 3} .0571464
{txt}{space 3}demvs1988 {c |}{col 14}{res}{space 2}-.0291157{col 26}{space 2} .0913652{col 37}{space 1}   -0.32{col 46}{space 3}0.751{col 54}{space 4}-.2101266{col 67}{space 3} .1518952
{txt}{space 12} {c |}
{space 8}year {c |}
{space 7}1991  {c |}{col 14}{res}{space 2} .0225397{col 26}{space 2} .0593947{col 37}{space 1}    0.38{col 46}{space 3}0.705{col 54}{space 4}-.0951319{col 67}{space 3} .1402112
{txt}{space 7}1992  {c |}{col 14}{res}{space 2}-.0341144{col 26}{space 2} .0618741{col 37}{space 1}   -0.55{col 46}{space 3}0.582{col 54}{space 4}-.1566981{col 67}{space 3} .0884692
{txt}{space 7}1993  {c |}{col 14}{res}{space 2}-.0178843{col 26}{space 2} .0559256{col 37}{space 1}   -0.32{col 46}{space 3}0.750{col 54}{space 4} -.128683{col 67}{space 3} .0929144
{txt}{space 7}1994  {c |}{col 14}{res}{space 2} .0616287{col 26}{space 2} .0508475{col 37}{space 1}    1.21{col 46}{space 3}0.228{col 54}{space 4}-.0391094{col 67}{space 3} .1623667
{txt}{space 7}1995  {c |}{col 14}{res}{space 2}   .01733{col 26}{space 2} .0471103{col 37}{space 1}    0.37{col 46}{space 3}0.714{col 54}{space 4} -.076004{col 67}{space 3}  .110664
{txt}{space 7}1996  {c |}{col 14}{res}{space 2}-.0241783{col 26}{space 2} .0487097{col 37}{space 1}   -0.50{col 46}{space 3}0.621{col 54}{space 4} -.120681{col 67}{space 3} .0723243
{txt}{space 7}1997  {c |}{col 14}{res}{space 2} .0067097{col 26}{space 2} .0500895{col 37}{space 1}    0.13{col 46}{space 3}0.894{col 54}{space 4}-.0925267{col 67}{space 3} .1059461
{txt}{space 7}1998  {c |}{col 14}{res}{space 2} .0580849{col 26}{space 2} .0614262{col 37}{space 1}    0.95{col 46}{space 3}0.346{col 54}{space 4}-.0636115{col 67}{space 3} .1797813
{txt}{space 7}1999  {c |}{col 14}{res}{space 2} .0759873{col 26}{space 2} .0602318{col 37}{space 1}    1.26{col 46}{space 3}0.210{col 54}{space 4}-.0433428{col 67}{space 3} .1953173
{txt}{space 7}2000  {c |}{col 14}{res}{space 2} .0520434{col 26}{space 2} .0669373{col 37}{space 1}    0.78{col 46}{space 3}0.438{col 54}{space 4}-.0805715{col 67}{space 3} .1846582
{txt}{space 7}2001  {c |}{col 14}{res}{space 2} .0330901{col 26}{space 2} .0518462{col 37}{space 1}    0.64{col 46}{space 3}0.525{col 54}{space 4}-.0696266{col 67}{space 3} .1358068
{txt}{space 7}2002  {c |}{col 14}{res}{space 2} .0623711{col 26}{space 2}  .050812{col 37}{space 1}    1.23{col 46}{space 3}0.222{col 54}{space 4}-.0382966{col 67}{space 3} .1630389
{txt}{space 7}2003  {c |}{col 14}{res}{space 2} .0491095{col 26}{space 2} .0479118{col 37}{space 1}    1.02{col 46}{space 3}0.308{col 54}{space 4}-.0458125{col 67}{space 3} .1440314
{txt}{space 7}2004  {c |}{col 14}{res}{space 2}-.0698513{col 26}{space 2} .0584261{col 37}{space 1}   -1.20{col 46}{space 3}0.234{col 54}{space 4} -.185604{col 67}{space 3} .0459014
{txt}{space 7}2005  {c |}{col 14}{res}{space 2} .0374653{col 26}{space 2} .0535321{col 37}{space 1}    0.70{col 46}{space 3}0.485{col 54}{space 4}-.0685913{col 67}{space 3}  .143522
{txt}{space 7}2006  {c |}{col 14}{res}{space 2} .0384642{col 26}{space 2} .0643133{col 37}{space 1}    0.60{col 46}{space 3}0.551{col 54}{space 4}-.0889521{col 67}{space 3} .1658805
{txt}{space 7}2007  {c |}{col 14}{res}{space 2}  .063054{col 26}{space 2} .0551877{col 37}{space 1}    1.14{col 46}{space 3}0.256{col 54}{space 4}-.0462828{col 67}{space 3} .1723907
{txt}{space 7}2008  {c |}{col 14}{res}{space 2}-.0267381{col 26}{space 2} .0551795{col 37}{space 1}   -0.48{col 46}{space 3}0.629{col 54}{space 4}-.1360586{col 67}{space 3} .0825824
{txt}{space 7}2009  {c |}{col 14}{res}{space 2}-.0298621{col 26}{space 2} .1102059{col 37}{space 1}   -0.27{col 46}{space 3}0.787{col 54}{space 4}-.2481998{col 67}{space 3} .1884757
{txt}{space 7}2010  {c |}{col 14}{res}{space 2} .0567679{col 26}{space 2} .1199155{col 37}{space 1}    0.47{col 46}{space 3}0.637{col 54}{space 4}-.1808063{col 67}{space 3}  .294342
{txt}{space 7}2011  {c |}{col 14}{res}{space 2}-.0767264{col 26}{space 2}  .119574{col 37}{space 1}   -0.64{col 46}{space 3}0.522{col 54}{space 4} -.313624{col 67}{space 3} .1601712
{txt}{space 12} {c |}
{space 7}_cons {c |}{col 14}{res}{space 2} .3799555{col 26}{space 2} .1943715{col 37}{space 1}    1.95{col 46}{space 3}0.053{col 54}{space 4}-.0051295{col 67}{space 3} .7650405
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Linear regression                                      Number of obs ={res}     339
                                                       {txt}F( 32,   113) ={res}    2.00
                                                       {txt}Prob > F      = {res} 0.0043
                                                       {txt}R-squared     = {res} 0.1495
                                                       {txt}Root MSE      = {res} .12542

{txt}{ralign 78:(Std. Err. adjusted for {res:114} clusters in citystabbr)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}incumbentp~t{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
DIFFusmont~h {c |}{col 14}{res}{space 2} .0113169{col 26}{space 2} .0042135{col 37}{space 1}    2.69{col 46}{space 3}0.008{col 54}{space 4} .0029692{col 67}{space 3} .0196647
{txt}unemploymo~s {c |}{col 14}{res}{space 2}  .006521{col 26}{space 2}  .025972{col 37}{space 1}    0.25{col 46}{space 3}0.802{col 54}{space 4}-.0449342{col 67}{space 3} .0579762
{txt}CENSUS2000~c {c |}{col 14}{res}{space 2} .0067973{col 26}{space 2} .0023102{col 37}{space 1}    2.94{col 46}{space 3}0.004{col 54}{space 4} .0022202{col 67}{space 3} .0113743
{txt}logCENSUS2~p {c |}{col 14}{res}{space 2} .0083103{col 26}{space 2} .0101157{col 37}{space 1}    0.82{col 46}{space 3}0.413{col 54}{space 4}-.0117307{col 67}{space 3} .0283514
{txt}CEN~cpercent {c |}{col 14}{res}{space 2} .0864461{col 26}{space 2} .0514891{col 37}{space 1}    1.68{col 46}{space 3}0.096{col 54}{space 4}-.0155631{col 67}{space 3} .1884553
{txt}CEN~kpercent {c |}{col 14}{res}{space 2}-.0008578{col 26}{space 2} .0617905{col 37}{space 1}   -0.01{col 46}{space 3}0.989{col 54}{space 4}-.1232758{col 67}{space 3} .1215603
{txt}CENSUS2000~s {c |}{col 14}{res}{space 2}-.3055463{col 26}{space 2} .1743979{col 37}{space 1}   -1.75{col 46}{space 3}0.082{col 54}{space 4}-.6510601{col 67}{space 3} .0399675
{txt}CENSUS2000~e {c |}{col 14}{res}{space 2}-.0018774{col 26}{space 2} .0014376{col 37}{space 1}   -1.31{col 46}{space 3}0.194{col 54}{space 4}-.0047257{col 67}{space 3} .0009708
{txt}CENSUS1990~c {c |}{col 14}{res}{space 2}-.0056478{col 26}{space 2} .0025537{col 37}{space 1}   -2.21{col 46}{space 3}0.029{col 54}{space 4}-.0107071{col 67}{space 3}-.0005885
{txt}mayorcounc~m {c |}{col 14}{res}{space 2} .0180212{col 26}{space 2} .0192614{col 37}{space 1}    0.94{col 46}{space 3}0.351{col 54}{space 4} -.020139{col 67}{space 3} .0561814
{txt}{space 3}demvs1988 {c |}{col 14}{res}{space 2}-.0243698{col 26}{space 2} .0927704{col 37}{space 1}   -0.26{col 46}{space 3}0.793{col 54}{space 4}-.2081648{col 67}{space 3} .1594252
{txt}{space 12} {c |}
{space 8}year {c |}
{space 7}1991  {c |}{col 14}{res}{space 2} .0226175{col 26}{space 2} .0591357{col 37}{space 1}    0.38{col 46}{space 3}0.703{col 54}{space 4} -.094541{col 67}{space 3}  .139776
{txt}{space 7}1992  {c |}{col 14}{res}{space 2}-.0332835{col 26}{space 2} .0615399{col 37}{space 1}   -0.54{col 46}{space 3}0.590{col 54}{space 4}-.1552051{col 67}{space 3} .0886381
{txt}{space 7}1993  {c |}{col 14}{res}{space 2}-.0162554{col 26}{space 2} .0554304{col 37}{space 1}   -0.29{col 46}{space 3}0.770{col 54}{space 4}-.1260729{col 67}{space 3} .0935622
{txt}{space 7}1994  {c |}{col 14}{res}{space 2} .0619391{col 26}{space 2} .0507336{col 37}{space 1}    1.22{col 46}{space 3}0.225{col 54}{space 4}-.0385733{col 67}{space 3} .1624514
{txt}{space 7}1995  {c |}{col 14}{res}{space 2} .0163646{col 26}{space 2} .0471829{col 37}{space 1}    0.35{col 46}{space 3}0.729{col 54}{space 4}-.0771132{col 67}{space 3} .1098424
{txt}{space 7}1996  {c |}{col 14}{res}{space 2}-.0247819{col 26}{space 2} .0487132{col 37}{space 1}   -0.51{col 46}{space 3}0.612{col 54}{space 4}-.1212915{col 67}{space 3} .0717278
{txt}{space 7}1997  {c |}{col 14}{res}{space 2} .0048134{col 26}{space 2} .0504911{col 37}{space 1}    0.10{col 46}{space 3}0.924{col 54}{space 4}-.0952185{col 67}{space 3} .1048453
{txt}{space 7}1998  {c |}{col 14}{res}{space 2} .0563887{col 26}{space 2} .0616764{col 37}{space 1}    0.91{col 46}{space 3}0.363{col 54}{space 4}-.0658034{col 67}{space 3} .1785808
{txt}{space 7}1999  {c |}{col 14}{res}{space 2} .0735538{col 26}{space 2} .0606632{col 37}{space 1}    1.21{col 46}{space 3}0.228{col 54}{space 4} -.046631{col 67}{space 3} .1937386
{txt}{space 7}2000  {c |}{col 14}{res}{space 2} .0500242{col 26}{space 2} .0669304{col 37}{space 1}    0.75{col 46}{space 3}0.456{col 54}{space 4}-.0825769{col 67}{space 3} .1826254
{txt}{space 7}2001  {c |}{col 14}{res}{space 2} .0314327{col 26}{space 2}  .053361{col 37}{space 1}    0.59{col 46}{space 3}0.557{col 54}{space 4}-.0742851{col 67}{space 3} .1371505
{txt}{space 7}2002  {c |}{col 14}{res}{space 2} .0623885{col 26}{space 2} .0506555{col 37}{space 1}    1.23{col 46}{space 3}0.221{col 54}{space 4}-.0379692{col 67}{space 3} .1627462
{txt}{space 7}2003  {c |}{col 14}{res}{space 2}  .047042{col 26}{space 2} .0475403{col 37}{space 1}    0.99{col 46}{space 3}0.325{col 54}{space 4}-.0471439{col 67}{space 3}  .141228
{txt}{space 7}2004  {c |}{col 14}{res}{space 2}-.0703369{col 26}{space 2} .0584836{col 37}{space 1}   -1.20{col 46}{space 3}0.232{col 54}{space 4}-.1862036{col 67}{space 3} .0455297
{txt}{space 7}2005  {c |}{col 14}{res}{space 2} .0357624{col 26}{space 2} .0537217{col 37}{space 1}    0.67{col 46}{space 3}0.507{col 54}{space 4}  -.07067{col 67}{space 3} .1421948
{txt}{space 7}2006  {c |}{col 14}{res}{space 2} .0369641{col 26}{space 2} .0644266{col 37}{space 1}    0.57{col 46}{space 3}0.567{col 54}{space 4}-.0906765{col 67}{space 3} .1646048
{txt}{space 7}2007  {c |}{col 14}{res}{space 2}  .060959{col 26}{space 2}  .055632{col 37}{space 1}    1.10{col 46}{space 3}0.276{col 54}{space 4} -.049258{col 67}{space 3}  .171176
{txt}{space 7}2008  {c |}{col 14}{res}{space 2} -.026804{col 26}{space 2} .0551394{col 37}{space 1}   -0.49{col 46}{space 3}0.628{col 54}{space 4} -.136045{col 67}{space 3}  .082437
{txt}{space 7}2009  {c |}{col 14}{res}{space 2} -.031323{col 26}{space 2} .1098065{col 37}{space 1}   -0.29{col 46}{space 3}0.776{col 54}{space 4}-.2488694{col 67}{space 3} .1862234
{txt}{space 7}2010  {c |}{col 14}{res}{space 2} .0603523{col 26}{space 2} .1195938{col 37}{space 1}    0.50{col 46}{space 3}0.615{col 54}{space 4}-.1765845{col 67}{space 3} .2972891
{txt}{space 7}2011  {c |}{col 14}{res}{space 2}-.0753704{col 26}{space 2}   .11895{col 37}{space 1}   -0.63{col 46}{space 3}0.528{col 54}{space 4}-.3110319{col 67}{space 3}  .160291
{txt}{space 12} {c |}
{space 7}_cons {c |}{col 14}{res}{space 2} .3795196{col 26}{space 2} .1906184{col 37}{space 1}    1.99{col 46}{space 3}0.049{col 54}{space 4} .0018702{col 67}{space 3} .7571689
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Linear regression                                      Number of obs ={res}     339
                                                       {txt}F( 32,   113) ={res}    2.00
                                                       {txt}Prob > F      = {res} 0.0043
                                                       {txt}R-squared     = {res} 0.1444
                                                       {txt}Root MSE      = {res} .12514

{txt}{ralign 78:(Std. Err. adjusted for {res:114} clusters in citystabbr)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}incumbentp~t{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
DIFFusmont~h {c |}{col 14}{res}{space 2} .0111086{col 26}{space 2} .0041097{col 37}{space 1}    2.70{col 46}{space 3}0.008{col 54}{space 4} .0029667{col 67}{space 3} .0192506
{txt}unemploymo~s {c |}{col 14}{res}{space 2} .0052741{col 26}{space 2} .0264649{col 37}{space 1}    0.20{col 46}{space 3}0.842{col 54}{space 4}-.0471577{col 67}{space 3} .0577059
{txt}CENSUS2000~c {c |}{col 14}{res}{space 2} .0067004{col 26}{space 2} .0022858{col 37}{space 1}    2.93{col 46}{space 3}0.004{col 54}{space 4} .0021718{col 67}{space 3} .0112291
{txt}logCENSUS2~p {c |}{col 14}{res}{space 2} .0092534{col 26}{space 2}  .010383{col 37}{space 1}    0.89{col 46}{space 3}0.375{col 54}{space 4}-.0113173{col 67}{space 3} .0298241
{txt}CEN~cpercent {c |}{col 14}{res}{space 2} .0869758{col 26}{space 2} .0512562{col 37}{space 1}    1.70{col 46}{space 3}0.092{col 54}{space 4}-.0145721{col 67}{space 3} .1885236
{txt}CEN~kpercent {c |}{col 14}{res}{space 2}-.0021928{col 26}{space 2} .0618254{col 37}{space 1}   -0.04{col 46}{space 3}0.972{col 54}{space 4}-.1246801{col 67}{space 3} .1202944
{txt}CENSUS2000~s {c |}{col 14}{res}{space 2}-.2966433{col 26}{space 2} .1740731{col 37}{space 1}   -1.70{col 46}{space 3}0.091{col 54}{space 4}-.6415136{col 67}{space 3} .0482269
{txt}CENSUS2000~e {c |}{col 14}{res}{space 2}-.0017588{col 26}{space 2} .0014589{col 37}{space 1}   -1.21{col 46}{space 3}0.231{col 54}{space 4}-.0046491{col 67}{space 3} .0011315
{txt}CENSUS1990~c {c |}{col 14}{res}{space 2} -.005636{col 26}{space 2} .0025492{col 37}{space 1}   -2.21{col 46}{space 3}0.029{col 54}{space 4}-.0106864{col 67}{space 3}-.0005856
{txt}mayorcounc~m {c |}{col 14}{res}{space 2} .0175032{col 26}{space 2} .0194936{col 37}{space 1}    0.90{col 46}{space 3}0.371{col 54}{space 4}-.0211172{col 67}{space 3} .0561236
{txt}{space 3}demvs1988 {c |}{col 14}{res}{space 2}-.0310707{col 26}{space 2} .0920162{col 37}{space 1}   -0.34{col 46}{space 3}0.736{col 54}{space 4}-.2133714{col 67}{space 3}   .15123
{txt}{space 12} {c |}
{space 8}year {c |}
{space 7}1991  {c |}{col 14}{res}{space 2} .0243156{col 26}{space 2} .0595727{col 37}{space 1}    0.41{col 46}{space 3}0.684{col 54}{space 4}-.0937086{col 67}{space 3} .1423397
{txt}{space 7}1992  {c |}{col 14}{res}{space 2} -.031012{col 26}{space 2} .0619547{col 37}{space 1}   -0.50{col 46}{space 3}0.618{col 54}{space 4}-.1537556{col 67}{space 3} .0917315
{txt}{space 7}1993  {c |}{col 14}{res}{space 2}-.0151628{col 26}{space 2} .0557491{col 37}{space 1}   -0.27{col 46}{space 3}0.786{col 54}{space 4}-.1256119{col 67}{space 3} .0952863
{txt}{space 7}1994  {c |}{col 14}{res}{space 2}  .061799{col 26}{space 2} .0506405{col 37}{space 1}    1.22{col 46}{space 3}0.225{col 54}{space 4}-.0385289{col 67}{space 3} .1621269
{txt}{space 7}1995  {c |}{col 14}{res}{space 2} .0162684{col 26}{space 2} .0469879{col 37}{space 1}    0.35{col 46}{space 3}0.730{col 54}{space 4}-.0768231{col 67}{space 3}   .10936
{txt}{space 7}1996  {c |}{col 14}{res}{space 2}-.0248915{col 26}{space 2} .0486075{col 37}{space 1}   -0.51{col 46}{space 3}0.610{col 54}{space 4}-.1211916{col 67}{space 3} .0714087
{txt}{space 7}1997  {c |}{col 14}{res}{space 2} .0035263{col 26}{space 2} .0502557{col 37}{space 1}    0.07{col 46}{space 3}0.944{col 54}{space 4}-.0960393{col 67}{space 3} .1030919
{txt}{space 7}1998  {c |}{col 14}{res}{space 2} .0550578{col 26}{space 2} .0618665{col 37}{space 1}    0.89{col 46}{space 3}0.375{col 54}{space 4}-.0675109{col 67}{space 3} .1776266
{txt}{space 7}1999  {c |}{col 14}{res}{space 2} .0716121{col 26}{space 2} .0606234{col 37}{space 1}    1.18{col 46}{space 3}0.240{col 54}{space 4}-.0484937{col 67}{space 3} .1917179
{txt}{space 7}2000  {c |}{col 14}{res}{space 2} .0479393{col 26}{space 2} .0675701{col 37}{space 1}    0.71{col 46}{space 3}0.479{col 54}{space 4}-.0859292{col 67}{space 3} .1818078
{txt}{space 7}2001  {c |}{col 14}{res}{space 2} .0317382{col 26}{space 2} .0519811{col 37}{space 1}    0.61{col 46}{space 3}0.543{col 54}{space 4}-.0712458{col 67}{space 3} .1347222
{txt}{space 7}2002  {c |}{col 14}{res}{space 2}  .062696{col 26}{space 2} .0505375{col 37}{space 1}    1.24{col 46}{space 3}0.217{col 54}{space 4}-.0374279{col 67}{space 3} .1628198
{txt}{space 7}2003  {c |}{col 14}{res}{space 2} .0472685{col 26}{space 2}  .047373{col 37}{space 1}    1.00{col 46}{space 3}0.321{col 54}{space 4}-.0465859{col 67}{space 3}  .141123
{txt}{space 7}2004  {c |}{col 14}{res}{space 2}-.0588781{col 26}{space 2} .0596724{col 37}{space 1}   -0.99{col 46}{space 3}0.326{col 54}{space 4}-.1770999{col 67}{space 3} .0593436
{txt}{space 7}2005  {c |}{col 14}{res}{space 2} .0353542{col 26}{space 2} .0536683{col 37}{space 1}    0.66{col 46}{space 3}0.511{col 54}{space 4}-.0709723{col 67}{space 3} .1416808
{txt}{space 7}2006  {c |}{col 14}{res}{space 2} .0359349{col 26}{space 2} .0644742{col 37}{space 1}    0.56{col 46}{space 3}0.578{col 54}{space 4}-.0918001{col 67}{space 3}   .16367
{txt}{space 7}2007  {c |}{col 14}{res}{space 2}  .060013{col 26}{space 2} .0554609{col 37}{space 1}    1.08{col 46}{space 3}0.282{col 54}{space 4} -.049865{col 67}{space 3} .1698911
{txt}{space 7}2008  {c |}{col 14}{res}{space 2}-.0290431{col 26}{space 2} .0573148{col 37}{space 1}   -0.51{col 46}{space 3}0.613{col 54}{space 4} -.142594{col 67}{space 3} .0845079
{txt}{space 7}2009  {c |}{col 14}{res}{space 2}-.0210447{col 26}{space 2} .1110853{col 37}{space 1}   -0.19{col 46}{space 3}0.850{col 54}{space 4}-.2411247{col 67}{space 3} .1990353
{txt}{space 7}2010  {c |}{col 14}{res}{space 2} .0659112{col 26}{space 2} .1209601{col 37}{space 1}    0.54{col 46}{space 3}0.587{col 54}{space 4}-.1737325{col 67}{space 3}  .305555
{txt}{space 7}2011  {c |}{col 14}{res}{space 2}-.0699009{col 26}{space 2}    .1194{col 37}{space 1}   -0.59{col 46}{space 3}0.559{col 54}{space 4}-.3064537{col 67}{space 3}  .166652
{txt}{space 12} {c |}
{space 7}_cons {c |}{col 14}{res}{space 2} .3785561{col 26}{space 2} .1989804{col 37}{space 1}    1.90{col 46}{space 3}0.060{col 54}{space 4}-.0156599{col 67}{space 3} .7727722
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Linear regression                                      Number of obs ={res}     337
                                                       {txt}F( 32,   113) ={res}    2.00
                                                       {txt}Prob > F      = {res} 0.0042
                                                       {txt}R-squared     = {res} 0.1481
                                                       {txt}Root MSE      = {res} .12531

{txt}{ralign 78:(Std. Err. adjusted for {res:114} clusters in citystabbr)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}incumbentp~t{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
DIFFusmont~h {c |}{col 14}{res}{space 2} .0111208{col 26}{space 2}  .004122{col 37}{space 1}    2.70{col 46}{space 3}0.008{col 54}{space 4} .0029545{col 67}{space 3} .0192871
{txt}unemploymo~s {c |}{col 14}{res}{space 2}  .008071{col 26}{space 2} .0257943{col 37}{space 1}    0.31{col 46}{space 3}0.755{col 54}{space 4}-.0430322{col 67}{space 3} .0591743
{txt}CENSUS2000~c {c |}{col 14}{res}{space 2} .0071196{col 26}{space 2} .0024522{col 37}{space 1}    2.90{col 46}{space 3}0.004{col 54}{space 4} .0022612{col 67}{space 3} .0119779
{txt}logCENSUS2~p {c |}{col 14}{res}{space 2} .0085493{col 26}{space 2}  .009946{col 37}{space 1}    0.86{col 46}{space 3}0.392{col 54}{space 4}-.0111555{col 67}{space 3}  .028254
{txt}CEN~cpercent {c |}{col 14}{res}{space 2} .0938151{col 26}{space 2}  .051831{col 37}{space 1}    1.81{col 46}{space 3}0.073{col 54}{space 4}-.0088714{col 67}{space 3} .1965016
{txt}CEN~kpercent {c |}{col 14}{res}{space 2} .0026042{col 26}{space 2} .0628897{col 37}{space 1}    0.04{col 46}{space 3}0.967{col 54}{space 4}-.1219915{col 67}{space 3}    .1272
{txt}CENSUS2000~s {c |}{col 14}{res}{space 2}-.2755421{col 26}{space 2} .1746346{col 37}{space 1}   -1.58{col 46}{space 3}0.117{col 54}{space 4}-.6215247{col 67}{space 3} .0704405
{txt}CENSUS2000~e {c |}{col 14}{res}{space 2} -.001221{col 26}{space 2} .0014794{col 37}{space 1}   -0.83{col 46}{space 3}0.411{col 54}{space 4}-.0041519{col 67}{space 3} .0017098
{txt}CENSUS1990~c {c |}{col 14}{res}{space 2}-.0064473{col 26}{space 2} .0026128{col 37}{space 1}   -2.47{col 46}{space 3}0.015{col 54}{space 4}-.0116236{col 67}{space 3}-.0012709
{txt}mayorcounc~m {c |}{col 14}{res}{space 2} .0207154{col 26}{space 2} .0191487{col 37}{space 1}    1.08{col 46}{space 3}0.282{col 54}{space 4}-.0172216{col 67}{space 3} .0586525
{txt}{space 3}demvs1988 {c |}{col 14}{res}{space 2}-.0274212{col 26}{space 2} .0968868{col 37}{space 1}   -0.28{col 46}{space 3}0.778{col 54}{space 4}-.2193714{col 67}{space 3} .1645289
{txt}{space 12} {c |}
{space 8}year {c |}
{space 7}1991  {c |}{col 14}{res}{space 2}  .028347{col 26}{space 2} .0600139{col 37}{space 1}    0.47{col 46}{space 3}0.638{col 54}{space 4}-.0905513{col 67}{space 3} .1472453
{txt}{space 7}1992  {c |}{col 14}{res}{space 2}-.0356875{col 26}{space 2} .0608963{col 37}{space 1}   -0.59{col 46}{space 3}0.559{col 54}{space 4}-.1563341{col 67}{space 3} .0849591
{txt}{space 7}1993  {c |}{col 14}{res}{space 2}-.0192212{col 26}{space 2} .0552967{col 37}{space 1}   -0.35{col 46}{space 3}0.729{col 54}{space 4} -.128774{col 67}{space 3} .0903317
{txt}{space 7}1994  {c |}{col 14}{res}{space 2} .0580146{col 26}{space 2} .0502589{col 37}{space 1}    1.15{col 46}{space 3}0.251{col 54}{space 4}-.0415574{col 67}{space 3} .1575865
{txt}{space 7}1995  {c |}{col 14}{res}{space 2} .0219746{col 26}{space 2} .0473666{col 37}{space 1}    0.46{col 46}{space 3}0.644{col 54}{space 4}-.0718671{col 67}{space 3} .1158164
{txt}{space 7}1996  {c |}{col 14}{res}{space 2}-.0242975{col 26}{space 2} .0487801{col 37}{space 1}   -0.50{col 46}{space 3}0.619{col 54}{space 4}-.1209396{col 67}{space 3} .0723447
{txt}{space 7}1997  {c |}{col 14}{res}{space 2} .0069483{col 26}{space 2} .0502045{col 37}{space 1}    0.14{col 46}{space 3}0.890{col 54}{space 4}-.0925158{col 67}{space 3} .1064124
{txt}{space 7}1998  {c |}{col 14}{res}{space 2} .0592467{col 26}{space 2} .0614798{col 37}{space 1}    0.96{col 46}{space 3}0.337{col 54}{space 4}-.0625559{col 67}{space 3} .1810493
{txt}{space 7}1999  {c |}{col 14}{res}{space 2} .0785484{col 26}{space 2} .0603562{col 37}{space 1}    1.30{col 46}{space 3}0.196{col 54}{space 4}-.0410281{col 67}{space 3} .1981248
{txt}{space 7}2000  {c |}{col 14}{res}{space 2} .0522903{col 26}{space 2} .0665209{col 37}{space 1}    0.79{col 46}{space 3}0.433{col 54}{space 4}-.0794997{col 67}{space 3} .1840802
{txt}{space 7}2001  {c |}{col 14}{res}{space 2} .0338167{col 26}{space 2} .0520398{col 37}{space 1}    0.65{col 46}{space 3}0.517{col 54}{space 4}-.0692835{col 67}{space 3} .1369169
{txt}{space 7}2002  {c |}{col 14}{res}{space 2} .0621775{col 26}{space 2} .0509705{col 37}{space 1}    1.22{col 46}{space 3}0.225{col 54}{space 4}-.0388042{col 67}{space 3} .1631592
{txt}{space 7}2003  {c |}{col 14}{res}{space 2} .0478956{col 26}{space 2} .0475045{col 37}{space 1}    1.01{col 46}{space 3}0.315{col 54}{space 4}-.0462194{col 67}{space 3} .1420106
{txt}{space 7}2004  {c |}{col 14}{res}{space 2}-.0693794{col 26}{space 2} .0581802{col 37}{space 1}   -1.19{col 46}{space 3}0.236{col 54}{space 4}-.1846449{col 67}{space 3} .0458861
{txt}{space 7}2005  {c |}{col 14}{res}{space 2} .0383376{col 26}{space 2} .0535384{col 37}{space 1}    0.72{col 46}{space 3}0.475{col 54}{space 4}-.0677315{col 67}{space 3} .1444068
{txt}{space 7}2006  {c |}{col 14}{res}{space 2} .0409715{col 26}{space 2} .0642139{col 37}{space 1}    0.64{col 46}{space 3}0.525{col 54}{space 4}-.0862479{col 67}{space 3} .1681908
{txt}{space 7}2007  {c |}{col 14}{res}{space 2} .0620808{col 26}{space 2} .0552459{col 37}{space 1}    1.12{col 46}{space 3}0.264{col 54}{space 4}-.0473713{col 67}{space 3} .1715329
{txt}{space 7}2008  {c |}{col 14}{res}{space 2}-.0246774{col 26}{space 2} .0555651{col 37}{space 1}   -0.44{col 46}{space 3}0.658{col 54}{space 4} -.134762{col 67}{space 3} .0854071
{txt}{space 7}2009  {c |}{col 14}{res}{space 2}-.0280974{col 26}{space 2} .1096009{col 37}{space 1}   -0.26{col 46}{space 3}0.798{col 54}{space 4}-.2452365{col 67}{space 3} .1890417
{txt}{space 7}2010  {c |}{col 14}{res}{space 2} .0562902{col 26}{space 2} .1186629{col 37}{space 1}    0.47{col 46}{space 3}0.636{col 54}{space 4}-.1788024{col 67}{space 3} .2913827
{txt}{space 7}2011  {c |}{col 14}{res}{space 2}-.0716408{col 26}{space 2} .1191084{col 37}{space 1}   -0.60{col 46}{space 3}0.549{col 54}{space 4} -.307616{col 67}{space 3} .1643344
{txt}{space 12} {c |}
{space 7}_cons {c |}{col 14}{res}{space 2} .3623919{col 26}{space 2}  .190831{col 37}{space 1}    1.90{col 46}{space 3}0.060{col 54}{space 4}-.0156787{col 67}{space 3} .7404626
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Linear regression                                      Number of obs ={res}     338
                                                       {txt}F( 32,   113) ={res}    1.93
                                                       {txt}Prob > F      = {res} 0.0062
                                                       {txt}R-squared     = {res} 0.1447
                                                       {txt}Root MSE      = {res} .12554

{txt}{ralign 78:(Std. Err. adjusted for {res:114} clusters in citystabbr)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}incumbentp~t{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
DIFFusmont~h {c |}{col 14}{res}{space 2} .0110804{col 26}{space 2} .0041057{col 37}{space 1}    2.70{col 46}{space 3}0.008{col 54}{space 4} .0029462{col 67}{space 3} .0192146
{txt}unemploymo~s {c |}{col 14}{res}{space 2} .0090262{col 26}{space 2} .0260129{col 37}{space 1}    0.35{col 46}{space 3}0.729{col 54}{space 4}  -.04251{col 67}{space 3} .0605624
{txt}CENSUS2000~c {c |}{col 14}{res}{space 2} .0064619{col 26}{space 2} .0025431{col 37}{space 1}    2.54{col 46}{space 3}0.012{col 54}{space 4} .0014235{col 67}{space 3} .0115004
{txt}logCENSUS2~p {c |}{col 14}{res}{space 2}  .006745{col 26}{space 2} .0101963{col 37}{space 1}    0.66{col 46}{space 3}0.510{col 54}{space 4}-.0134557{col 67}{space 3} .0269457
{txt}CEN~cpercent {c |}{col 14}{res}{space 2} .0884377{col 26}{space 2} .0513556{col 37}{space 1}    1.72{col 46}{space 3}0.088{col 54}{space 4}-.0133071{col 67}{space 3} .1901825
{txt}CEN~kpercent {c |}{col 14}{res}{space 2}-.0024574{col 26}{space 2}  .061849{col 37}{space 1}   -0.04{col 46}{space 3}0.968{col 54}{space 4}-.1249915{col 67}{space 3} .1200766
{txt}CENSUS2000~s {c |}{col 14}{res}{space 2}-.2893708{col 26}{space 2} .1796722{col 37}{space 1}   -1.61{col 46}{space 3}0.110{col 54}{space 4}-.6453337{col 67}{space 3} .0665922
{txt}CENSUS2000~e {c |}{col 14}{res}{space 2}-.0019871{col 26}{space 2} .0014825{col 37}{space 1}   -1.34{col 46}{space 3}0.183{col 54}{space 4}-.0049243{col 67}{space 3} .0009501
{txt}CENSUS1990~c {c |}{col 14}{res}{space 2}-.0053646{col 26}{space 2} .0026929{col 37}{space 1}   -1.99{col 46}{space 3}0.049{col 54}{space 4}-.0106997{col 67}{space 3}-.0000294
{txt}mayorcounc~m {c |}{col 14}{res}{space 2} .0191329{col 26}{space 2} .0189907{col 37}{space 1}    1.01{col 46}{space 3}0.316{col 54}{space 4} -.018491{col 67}{space 3} .0567568
{txt}{space 3}demvs1988 {c |}{col 14}{res}{space 2}-.0276153{col 26}{space 2} .0906822{col 37}{space 1}   -0.30{col 46}{space 3}0.761{col 54}{space 4}-.2072731{col 67}{space 3} .1520424
{txt}{space 12} {c |}
{space 8}year {c |}
{space 7}1991  {c |}{col 14}{res}{space 2} .0209246{col 26}{space 2} .0594103{col 37}{space 1}    0.35{col 46}{space 3}0.725{col 54}{space 4}-.0967779{col 67}{space 3} .1386272
{txt}{space 7}1992  {c |}{col 14}{res}{space 2}-.0363798{col 26}{space 2} .0620274{col 37}{space 1}   -0.59{col 46}{space 3}0.559{col 54}{space 4}-.1592673{col 67}{space 3} .0865078
{txt}{space 7}1993  {c |}{col 14}{res}{space 2}  -.01861{col 26}{space 2} .0558301{col 37}{space 1}   -0.33{col 46}{space 3}0.740{col 54}{space 4}-.1292195{col 67}{space 3} .0919995
{txt}{space 7}1994  {c |}{col 14}{res}{space 2} .0614277{col 26}{space 2} .0535747{col 37}{space 1}    1.15{col 46}{space 3}0.254{col 54}{space 4}-.0447134{col 67}{space 3} .1675687
{txt}{space 7}1995  {c |}{col 14}{res}{space 2} .0173569{col 26}{space 2} .0472153{col 37}{space 1}    0.37{col 46}{space 3}0.714{col 54}{space 4}-.0761851{col 67}{space 3} .1108989
{txt}{space 7}1996  {c |}{col 14}{res}{space 2}-.0227225{col 26}{space 2} .0487691{col 37}{space 1}   -0.47{col 46}{space 3}0.642{col 54}{space 4}-.1193429{col 67}{space 3} .0738979
{txt}{space 7}1997  {c |}{col 14}{res}{space 2} .0077343{col 26}{space 2} .0502145{col 37}{space 1}    0.15{col 46}{space 3}0.878{col 54}{space 4}-.0917496{col 67}{space 3} .1072182
{txt}{space 7}1998  {c |}{col 14}{res}{space 2} .0597207{col 26}{space 2} .0614213{col 37}{space 1}    0.97{col 46}{space 3}0.333{col 54}{space 4}-.0619661{col 67}{space 3} .1814074
{txt}{space 7}1999  {c |}{col 14}{res}{space 2} .0784298{col 26}{space 2} .0602776{col 37}{space 1}    1.30{col 46}{space 3}0.196{col 54}{space 4} -.040991{col 67}{space 3} .1978507
{txt}{space 7}2000  {c |}{col 14}{res}{space 2} .0550768{col 26}{space 2} .0666473{col 37}{space 1}    0.83{col 46}{space 3}0.410{col 54}{space 4}-.0769635{col 67}{space 3} .1871171
{txt}{space 7}2001  {c |}{col 14}{res}{space 2} .0330297{col 26}{space 2} .0519234{col 37}{space 1}    0.64{col 46}{space 3}0.526{col 54}{space 4}-.0698399{col 67}{space 3} .1358993
{txt}{space 7}2002  {c |}{col 14}{res}{space 2} .0624946{col 26}{space 2} .0523671{col 37}{space 1}    1.19{col 46}{space 3}0.235{col 54}{space 4} -.041254{col 67}{space 3} .1662431
{txt}{space 7}2003  {c |}{col 14}{res}{space 2}   .04718{col 26}{space 2} .0476716{col 37}{space 1}    0.99{col 46}{space 3}0.324{col 54}{space 4}-.0472661{col 67}{space 3} .1416262
{txt}{space 7}2004  {c |}{col 14}{res}{space 2}-.0697492{col 26}{space 2} .0585753{col 37}{space 1}   -1.19{col 46}{space 3}0.236{col 54}{space 4}-.1857974{col 67}{space 3} .0462991
{txt}{space 7}2005  {c |}{col 14}{res}{space 2} .0379638{col 26}{space 2} .0536142{col 37}{space 1}    0.71{col 46}{space 3}0.480{col 54}{space 4}-.0682557{col 67}{space 3} .1441833
{txt}{space 7}2006  {c |}{col 14}{res}{space 2} .0400578{col 26}{space 2} .0642141{col 37}{space 1}    0.62{col 46}{space 3}0.534{col 54}{space 4}-.0871619{col 67}{space 3} .1672774
{txt}{space 7}2007  {c |}{col 14}{res}{space 2} .0642786{col 26}{space 2} .0552071{col 37}{space 1}    1.16{col 46}{space 3}0.247{col 54}{space 4}-.0450966{col 67}{space 3} .1736537
{txt}{space 7}2008  {c |}{col 14}{res}{space 2}-.0278607{col 26}{space 2} .0552661{col 37}{space 1}   -0.50{col 46}{space 3}0.615{col 54}{space 4}-.1373527{col 67}{space 3} .0816313
{txt}{space 7}2009  {c |}{col 14}{res}{space 2}-.0374688{col 26}{space 2} .1109627{col 37}{space 1}   -0.34{col 46}{space 3}0.736{col 54}{space 4}-.2573059{col 67}{space 3} .1823682
{txt}{space 7}2010  {c |}{col 14}{res}{space 2} .0410921{col 26}{space 2} .1235915{col 37}{space 1}    0.33{col 46}{space 3}0.740{col 54}{space 4}-.2037649{col 67}{space 3} .2859491
{txt}{space 7}2011  {c |}{col 14}{res}{space 2}-.0839959{col 26}{space 2} .1209883{col 37}{space 1}   -0.69{col 46}{space 3}0.489{col 54}{space 4}-.3236956{col 67}{space 3} .1557038
{txt}{space 12} {c |}
{space 7}_cons {c |}{col 14}{res}{space 2} .3892234{col 26}{space 2} .1933172{col 37}{space 1}    2.01{col 46}{space 3}0.046{col 54}{space 4} .0062271{col 67}{space 3} .7722196
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Linear regression                                      Number of obs ={res}     334
                                                       {txt}F( 32,   113) ={res}    1.91
                                                       {txt}Prob > F      = {res} 0.0070
                                                       {txt}R-squared     = {res} 0.1459
                                                       {txt}Root MSE      = {res} .12615

{txt}{ralign 78:(Std. Err. adjusted for {res:114} clusters in citystabbr)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}incumbentp~t{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
DIFFusmont~h {c |}{col 14}{res}{space 2}  .010436{col 26}{space 2} .0041572{col 37}{space 1}    2.51{col 46}{space 3}0.013{col 54}{space 4} .0021998{col 67}{space 3} .0186722
{txt}unemploymo~s {c |}{col 14}{res}{space 2} .0070165{col 26}{space 2} .0266152{col 37}{space 1}    0.26{col 46}{space 3}0.793{col 54}{space 4} -.045713{col 67}{space 3}  .059746
{txt}CENSUS2000~c {c |}{col 14}{res}{space 2} .0066719{col 26}{space 2} .0023281{col 37}{space 1}    2.87{col 46}{space 3}0.005{col 54}{space 4} .0020595{col 67}{space 3} .0112842
{txt}logCENSUS2~p {c |}{col 14}{res}{space 2}  .007177{col 26}{space 2} .0100131{col 37}{space 1}    0.72{col 46}{space 3}0.475{col 54}{space 4}-.0126608{col 67}{space 3} .0270148
{txt}CEN~cpercent {c |}{col 14}{res}{space 2} .0683929{col 26}{space 2} .0538053{col 37}{space 1}    1.27{col 46}{space 3}0.206{col 54}{space 4}-.0382052{col 67}{space 3}  .174991
{txt}CEN~kpercent {c |}{col 14}{res}{space 2}-.0077408{col 26}{space 2} .0628935{col 37}{space 1}   -0.12{col 46}{space 3}0.902{col 54}{space 4}-.1323442{col 67}{space 3} .1168627
{txt}CENSUS2000~s {c |}{col 14}{res}{space 2}-.2911674{col 26}{space 2} .1747421{col 37}{space 1}   -1.67{col 46}{space 3}0.098{col 54}{space 4} -.637363{col 67}{space 3} .0550282
{txt}CENSUS2000~e {c |}{col 14}{res}{space 2}-.0019524{col 26}{space 2} .0014312{col 37}{space 1}   -1.36{col 46}{space 3}0.175{col 54}{space 4}-.0047878{col 67}{space 3} .0008829
{txt}CENSUS1990~c {c |}{col 14}{res}{space 2}-.0054399{col 26}{space 2}  .002592{col 37}{space 1}   -2.10{col 46}{space 3}0.038{col 54}{space 4}-.0105751{col 67}{space 3}-.0003047
{txt}mayorcounc~m {c |}{col 14}{res}{space 2} .0206004{col 26}{space 2} .0190229{col 37}{space 1}    1.08{col 46}{space 3}0.281{col 54}{space 4}-.0170874{col 67}{space 3} .0582883
{txt}{space 3}demvs1988 {c |}{col 14}{res}{space 2}-.0190076{col 26}{space 2} .0918694{col 37}{space 1}   -0.21{col 46}{space 3}0.836{col 54}{space 4}-.2010174{col 67}{space 3} .1630022
{txt}{space 12} {c |}
{space 8}year {c |}
{space 7}1991  {c |}{col 14}{res}{space 2} .0299211{col 26}{space 2} .0621143{col 37}{space 1}    0.48{col 46}{space 3}0.631{col 54}{space 4}-.0931385{col 67}{space 3} .1529806
{txt}{space 7}1992  {c |}{col 14}{res}{space 2}-.0317231{col 26}{space 2}  .066791{col 37}{space 1}   -0.47{col 46}{space 3}0.636{col 54}{space 4}-.1640481{col 67}{space 3} .1006018
{txt}{space 7}1993  {c |}{col 14}{res}{space 2}-.0066282{col 26}{space 2} .0582855{col 37}{space 1}   -0.11{col 46}{space 3}0.910{col 54}{space 4}-.1221024{col 67}{space 3} .1088459
{txt}{space 7}1994  {c |}{col 14}{res}{space 2} .0700659{col 26}{space 2} .0530794{col 37}{space 1}    1.32{col 46}{space 3}0.189{col 54}{space 4}-.0350939{col 67}{space 3} .1752257
{txt}{space 7}1995  {c |}{col 14}{res}{space 2} .0253353{col 26}{space 2} .0496144{col 37}{space 1}    0.51{col 46}{space 3}0.611{col 54}{space 4}-.0729598{col 67}{space 3} .1236304
{txt}{space 7}1996  {c |}{col 14}{res}{space 2}-.0226291{col 26}{space 2} .0531051{col 37}{space 1}   -0.43{col 46}{space 3}0.671{col 54}{space 4}-.1278399{col 67}{space 3} .0825817
{txt}{space 7}1997  {c |}{col 14}{res}{space 2} .0137045{col 26}{space 2} .0527683{col 37}{space 1}    0.26{col 46}{space 3}0.796{col 54}{space 4} -.090839{col 67}{space 3} .1182481
{txt}{space 7}1998  {c |}{col 14}{res}{space 2} .0647383{col 26}{space 2} .0643708{col 37}{space 1}    1.01{col 46}{space 3}0.317{col 54}{space 4}-.0627918{col 67}{space 3} .1922684
{txt}{space 7}1999  {c |}{col 14}{res}{space 2} .0833749{col 26}{space 2} .0625772{col 37}{space 1}    1.33{col 46}{space 3}0.185{col 54}{space 4}-.0406018{col 67}{space 3} .2073516
{txt}{space 7}2000  {c |}{col 14}{res}{space 2} .0536402{col 26}{space 2} .0700374{col 37}{space 1}    0.77{col 46}{space 3}0.445{col 54}{space 4}-.0851166{col 67}{space 3}  .192397
{txt}{space 7}2001  {c |}{col 14}{res}{space 2} .0404397{col 26}{space 2} .0542086{col 37}{space 1}    0.75{col 46}{space 3}0.457{col 54}{space 4}-.0669574{col 67}{space 3} .1478368
{txt}{space 7}2002  {c |}{col 14}{res}{space 2} .0715851{col 26}{space 2} .0534046{col 37}{space 1}    1.34{col 46}{space 3}0.183{col 54}{space 4}-.0342189{col 67}{space 3} .1773892
{txt}{space 7}2003  {c |}{col 14}{res}{space 2} .0556483{col 26}{space 2} .0500991{col 37}{space 1}    1.11{col 46}{space 3}0.269{col 54}{space 4}-.0436071{col 67}{space 3} .1549036
{txt}{space 7}2004  {c |}{col 14}{res}{space 2} -.061214{col 26}{space 2} .0603783{col 37}{space 1}   -1.01{col 46}{space 3}0.313{col 54}{space 4}-.1808342{col 67}{space 3} .0584063
{txt}{space 7}2005  {c |}{col 14}{res}{space 2} .0439007{col 26}{space 2} .0559999{col 37}{space 1}    0.78{col 46}{space 3}0.435{col 54}{space 4}-.0670451{col 67}{space 3} .1548466
{txt}{space 7}2006  {c |}{col 14}{res}{space 2} .0439406{col 26}{space 2} .0683898{col 37}{space 1}    0.64{col 46}{space 3}0.522{col 54}{space 4} -.091552{col 67}{space 3} .1794333
{txt}{space 7}2007  {c |}{col 14}{res}{space 2} .0692979{col 26}{space 2} .0578112{col 37}{space 1}    1.20{col 46}{space 3}0.233{col 54}{space 4}-.0452365{col 67}{space 3} .1838323
{txt}{space 7}2008  {c |}{col 14}{res}{space 2}-.0168417{col 26}{space 2} .0597065{col 37}{space 1}   -0.28{col 46}{space 3}0.778{col 54}{space 4} -.135131{col 67}{space 3} .1014476
{txt}{space 7}2009  {c |}{col 14}{res}{space 2}-.0223878{col 26}{space 2} .1132565{col 37}{space 1}   -0.20{col 46}{space 3}0.844{col 54}{space 4}-.2467694{col 67}{space 3} .2019938
{txt}{space 7}2010  {c |}{col 14}{res}{space 2} .0671554{col 26}{space 2} .1237558{col 37}{space 1}    0.54{col 46}{space 3}0.588{col 54}{space 4}-.1780272{col 67}{space 3} .3123379
{txt}{space 7}2011  {c |}{col 14}{res}{space 2}-.0698294{col 26}{space 2} .1213099{col 37}{space 1}   -0.58{col 46}{space 3}0.566{col 54}{space 4}-.3101661{col 67}{space 3} .1705074
{txt}{space 12} {c |}
{space 7}_cons {c |}{col 14}{res}{space 2} .3808429{col 26}{space 2} .1948824{col 37}{space 1}    1.95{col 46}{space 3}0.053{col 54}{space 4}-.0052543{col 67}{space 3} .7669402
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Linear regression                                      Number of obs ={res}     338
                                                       {txt}F( 32,   113) ={res}    2.31
                                                       {txt}Prob > F      = {res} 0.0007
                                                       {txt}R-squared     = {res} 0.1556
                                                       {txt}Root MSE      = {res} .12488

{txt}{ralign 78:(Std. Err. adjusted for {res:114} clusters in citystabbr)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}incumbentp~t{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
DIFFusmont~h {c |}{col 14}{res}{space 2}  .011016{col 26}{space 2} .0040435{col 37}{space 1}    2.72{col 46}{space 3}0.007{col 54}{space 4}  .003005{col 67}{space 3}  .019027
{txt}unemploymo~s {c |}{col 14}{res}{space 2} .0080787{col 26}{space 2} .0265677{col 37}{space 1}    0.30{col 46}{space 3}0.762{col 54}{space 4}-.0445568{col 67}{space 3} .0607141
{txt}CENSUS2000~c {c |}{col 14}{res}{space 2} .0066239{col 26}{space 2} .0023343{col 37}{space 1}    2.84{col 46}{space 3}0.005{col 54}{space 4} .0019992{col 67}{space 3} .0112486
{txt}logCENSUS2~p {c |}{col 14}{res}{space 2} .0079586{col 26}{space 2} .0101187{col 37}{space 1}    0.79{col 46}{space 3}0.433{col 54}{space 4}-.0120885{col 67}{space 3} .0280056
{txt}CEN~cpercent {c |}{col 14}{res}{space 2} .0836958{col 26}{space 2} .0515782{col 37}{space 1}    1.62{col 46}{space 3}0.107{col 54}{space 4}-.0184899{col 67}{space 3} .1858815
{txt}CEN~kpercent {c |}{col 14}{res}{space 2}-.0002625{col 26}{space 2} .0620967{col 37}{space 1}   -0.00{col 46}{space 3}0.997{col 54}{space 4}-.1232872{col 67}{space 3} .1227623
{txt}CENSUS2000~s {c |}{col 14}{res}{space 2} -.339282{col 26}{space 2} .1738536{col 37}{space 1}   -1.95{col 46}{space 3}0.053{col 54}{space 4}-.6837174{col 67}{space 3} .0051534
{txt}CENSUS2000~e {c |}{col 14}{res}{space 2}-.0020314{col 26}{space 2} .0014464{col 37}{space 1}   -1.40{col 46}{space 3}0.163{col 54}{space 4} -.004897{col 67}{space 3} .0008341
{txt}CENSUS1990~c {c |}{col 14}{res}{space 2}-.0051902{col 26}{space 2} .0025481{col 37}{space 1}   -2.04{col 46}{space 3}0.044{col 54}{space 4}-.0102384{col 67}{space 3} -.000142
{txt}mayorcounc~m {c |}{col 14}{res}{space 2} .0198695{col 26}{space 2} .0189578{col 37}{space 1}    1.05{col 46}{space 3}0.297{col 54}{space 4}-.0176892{col 67}{space 3} .0574283
{txt}{space 3}demvs1988 {c |}{col 14}{res}{space 2}-.0157227{col 26}{space 2} .0902589{col 37}{space 1}   -0.17{col 46}{space 3}0.862{col 54}{space 4}-.1945418{col 67}{space 3} .1630965
{txt}{space 12} {c |}
{space 8}year {c |}
{space 7}1991  {c |}{col 14}{res}{space 2} .0241106{col 26}{space 2} .0597813{col 37}{space 1}    0.40{col 46}{space 3}0.687{col 54}{space 4}-.0943269{col 67}{space 3} .1425481
{txt}{space 7}1992  {c |}{col 14}{res}{space 2}-.0527587{col 26}{space 2} .0588092{col 37}{space 1}   -0.90{col 46}{space 3}0.372{col 54}{space 4}-.1692703{col 67}{space 3}  .063753
{txt}{space 7}1993  {c |}{col 14}{res}{space 2}-.0152424{col 26}{space 2} .0562028{col 37}{space 1}   -0.27{col 46}{space 3}0.787{col 54}{space 4}-.1265903{col 67}{space 3} .0961056
{txt}{space 7}1994  {c |}{col 14}{res}{space 2} .0634471{col 26}{space 2} .0510911{col 37}{space 1}    1.24{col 46}{space 3}0.217{col 54}{space 4}-.0377737{col 67}{space 3} .1646678
{txt}{space 7}1995  {c |}{col 14}{res}{space 2}  .018901{col 26}{space 2} .0469713{col 37}{space 1}    0.40{col 46}{space 3}0.688{col 54}{space 4}-.0741576{col 67}{space 3} .1119595
{txt}{space 7}1996  {c |}{col 14}{res}{space 2} -.023757{col 26}{space 2} .0485643{col 37}{space 1}   -0.49{col 46}{space 3}0.626{col 54}{space 4}-.1199717{col 67}{space 3} .0724577
{txt}{space 7}1997  {c |}{col 14}{res}{space 2}  .009063{col 26}{space 2}  .049935{col 37}{space 1}    0.18{col 46}{space 3}0.856{col 54}{space 4}-.0898672{col 67}{space 3} .1079933
{txt}{space 7}1998  {c |}{col 14}{res}{space 2} .0591067{col 26}{space 2} .0618061{col 37}{space 1}    0.96{col 46}{space 3}0.341{col 54}{space 4}-.0633423{col 67}{space 3} .1815557
{txt}{space 7}1999  {c |}{col 14}{res}{space 2} .0787334{col 26}{space 2} .0603612{col 37}{space 1}    1.30{col 46}{space 3}0.195{col 54}{space 4} -.040853{col 67}{space 3} .1983197
{txt}{space 7}2000  {c |}{col 14}{res}{space 2} .0541237{col 26}{space 2}  .067252{col 37}{space 1}    0.80{col 46}{space 3}0.423{col 54}{space 4}-.0791146{col 67}{space 3}  .187362
{txt}{space 7}2001  {c |}{col 14}{res}{space 2} .0346327{col 26}{space 2} .0515005{col 37}{space 1}    0.67{col 46}{space 3}0.503{col 54}{space 4} -.067399{col 67}{space 3} .1366644
{txt}{space 7}2002  {c |}{col 14}{res}{space 2} .0629266{col 26}{space 2} .0510333{col 37}{space 1}    1.23{col 46}{space 3}0.220{col 54}{space 4}-.0381795{col 67}{space 3} .1640327
{txt}{space 7}2003  {c |}{col 14}{res}{space 2} .0488643{col 26}{space 2} .0475006{col 37}{space 1}    1.03{col 46}{space 3}0.306{col 54}{space 4}-.0452431{col 67}{space 3} .1429716
{txt}{space 7}2004  {c |}{col 14}{res}{space 2}-.0816626{col 26}{space 2} .0593642{col 37}{space 1}   -1.38{col 46}{space 3}0.172{col 54}{space 4}-.1992738{col 67}{space 3} .0359485
{txt}{space 7}2005  {c |}{col 14}{res}{space 2} .0380322{col 26}{space 2} .0534741{col 37}{space 1}    0.71{col 46}{space 3}0.478{col 54}{space 4}-.0679096{col 67}{space 3} .1439741
{txt}{space 7}2006  {c |}{col 14}{res}{space 2} .0402439{col 26}{space 2} .0642409{col 37}{space 1}    0.63{col 46}{space 3}0.532{col 54}{space 4} -.087029{col 67}{space 3} .1675168
{txt}{space 7}2007  {c |}{col 14}{res}{space 2} .0649317{col 26}{space 2} .0551561{col 37}{space 1}    1.18{col 46}{space 3}0.242{col 54}{space 4}-.0443425{col 67}{space 3}  .174206
{txt}{space 7}2008  {c |}{col 14}{res}{space 2}-.0194213{col 26}{space 2} .0560593{col 37}{space 1}   -0.35{col 46}{space 3}0.730{col 54}{space 4} -.130485{col 67}{space 3} .0916424
{txt}{space 7}2009  {c |}{col 14}{res}{space 2}-.0328818{col 26}{space 2} .1133325{col 37}{space 1}   -0.29{col 46}{space 3}0.772{col 54}{space 4} -.257414{col 67}{space 3} .1916503
{txt}{space 7}2010  {c |}{col 14}{res}{space 2} .0546754{col 26}{space 2} .1222733{col 37}{space 1}    0.45{col 46}{space 3}0.656{col 54}{space 4}  -.18757{col 67}{space 3} .2969209
{txt}{space 7}2011  {c |}{col 14}{res}{space 2}-.0785875{col 26}{space 2} .1227142{col 37}{space 1}   -0.64{col 46}{space 3}0.523{col 54}{space 4}-.3217065{col 67}{space 3} .1645314
{txt}{space 12} {c |}
{space 7}_cons {c |}{col 14}{res}{space 2} .3699656{col 26}{space 2} .1940184{col 37}{space 1}    1.91{col 46}{space 3}0.059{col 54}{space 4}-.0144197{col 67}{space 3}  .754351
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Linear regression                                      Number of obs ={res}     339
                                                       {txt}F( 32,   113) ={res}    2.16
                                                       {txt}Prob > F      = {res} 0.0016
                                                       {txt}R-squared     = {res} 0.1534
                                                       {txt}Root MSE      = {res} .12508

{txt}{ralign 78:(Std. Err. adjusted for {res:114} clusters in citystabbr)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}incumbentp~t{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
DIFFusmont~h {c |}{col 14}{res}{space 2} .0115433{col 26}{space 2} .0040595{col 37}{space 1}    2.84{col 46}{space 3}0.005{col 54}{space 4} .0035007{col 67}{space 3} .0195859
{txt}unemploymo~s {c |}{col 14}{res}{space 2} .0088186{col 26}{space 2} .0258951{col 37}{space 1}    0.34{col 46}{space 3}0.734{col 54}{space 4}-.0424842{col 67}{space 3} .0601214
{txt}CENSUS2000~c {c |}{col 14}{res}{space 2} .0067968{col 26}{space 2} .0022699{col 37}{space 1}    2.99{col 46}{space 3}0.003{col 54}{space 4} .0022997{col 67}{space 3} .0112939
{txt}logCENSUS2~p {c |}{col 14}{res}{space 2} .0075668{col 26}{space 2} .0098872{col 37}{space 1}    0.77{col 46}{space 3}0.446{col 54}{space 4}-.0120216{col 67}{space 3} .0271551
{txt}CEN~cpercent {c |}{col 14}{res}{space 2} .0881733{col 26}{space 2} .0509366{col 37}{space 1}    1.73{col 46}{space 3}0.086{col 54}{space 4}-.0127412{col 67}{space 3} .1890878
{txt}CEN~kpercent {c |}{col 14}{res}{space 2} .0052941{col 26}{space 2} .0613999{col 37}{space 1}    0.09{col 46}{space 3}0.931{col 54}{space 4}-.1163501{col 67}{space 3} .1269383
{txt}CENSUS2000~s {c |}{col 14}{res}{space 2}-.3465332{col 26}{space 2} .1757225{col 37}{space 1}   -1.97{col 46}{space 3}0.051{col 54}{space 4}-.6946713{col 67}{space 3} .0016048
{txt}CENSUS2000~e {c |}{col 14}{res}{space 2}-.0020565{col 26}{space 2} .0014286{col 37}{space 1}   -1.44{col 46}{space 3}0.153{col 54}{space 4}-.0048868{col 67}{space 3} .0007739
{txt}CENSUS1990~c {c |}{col 14}{res}{space 2}-.0053706{col 26}{space 2} .0024907{col 37}{space 1}   -2.16{col 46}{space 3}0.033{col 54}{space 4}-.0103051{col 67}{space 3} -.000436
{txt}mayorcounc~m {c |}{col 14}{res}{space 2} .0170903{col 26}{space 2} .0189362{col 37}{space 1}    0.90{col 46}{space 3}0.369{col 54}{space 4}-.0204258{col 67}{space 3} .0546064
{txt}{space 3}demvs1988 {c |}{col 14}{res}{space 2}-.0201926{col 26}{space 2} .0917191{col 37}{space 1}   -0.22{col 46}{space 3}0.826{col 54}{space 4}-.2019046{col 67}{space 3} .1615194
{txt}{space 12} {c |}
{space 8}year {c |}
{space 7}1991  {c |}{col 14}{res}{space 2} .0236266{col 26}{space 2} .0591841{col 37}{space 1}    0.40{col 46}{space 3}0.690{col 54}{space 4}-.0936279{col 67}{space 3}  .140881
{txt}{space 7}1992  {c |}{col 14}{res}{space 2}-.0356229{col 26}{space 2} .0621774{col 37}{space 1}   -0.57{col 46}{space 3}0.568{col 54}{space 4}-.1588075{col 67}{space 3} .0875616
{txt}{space 7}1993  {c |}{col 14}{res}{space 2}-.0256168{col 26}{space 2} .0560853{col 37}{space 1}   -0.46{col 46}{space 3}0.649{col 54}{space 4}-.1367319{col 67}{space 3} .0854983
{txt}{space 7}1994  {c |}{col 14}{res}{space 2} .0639711{col 26}{space 2} .0510733{col 37}{space 1}    1.25{col 46}{space 3}0.213{col 54}{space 4}-.0372143{col 67}{space 3} .1651564
{txt}{space 7}1995  {c |}{col 14}{res}{space 2} .0195673{col 26}{space 2} .0472312{col 37}{space 1}    0.41{col 46}{space 3}0.679{col 54}{space 4}-.0740062{col 67}{space 3} .1131408
{txt}{space 7}1996  {c |}{col 14}{res}{space 2}-.0233717{col 26}{space 2} .0488031{col 37}{space 1}   -0.48{col 46}{space 3}0.633{col 54}{space 4}-.1200594{col 67}{space 3}  .073316
{txt}{space 7}1997  {c |}{col 14}{res}{space 2} .0100172{col 26}{space 2} .0503092{col 37}{space 1}    0.20{col 46}{space 3}0.843{col 54}{space 4}-.0896544{col 67}{space 3} .1096888
{txt}{space 7}1998  {c |}{col 14}{res}{space 2} .0596318{col 26}{space 2} .0614703{col 37}{space 1}    0.97{col 46}{space 3}0.334{col 54}{space 4} -.062152{col 67}{space 3} .1814155
{txt}{space 7}1999  {c |}{col 14}{res}{space 2} .0800576{col 26}{space 2} .0602935{col 37}{space 1}    1.33{col 46}{space 3}0.187{col 54}{space 4}-.0393948{col 67}{space 3}   .19951
{txt}{space 7}2000  {c |}{col 14}{res}{space 2}  .055721{col 26}{space 2} .0668799{col 37}{space 1}    0.83{col 46}{space 3}0.407{col 54}{space 4}-.0767802{col 67}{space 3} .1882222
{txt}{space 7}2001  {c |}{col 14}{res}{space 2} .0353962{col 26}{space 2} .0519171{col 37}{space 1}    0.68{col 46}{space 3}0.497{col 54}{space 4}-.0674609{col 67}{space 3} .1382534
{txt}{space 7}2002  {c |}{col 14}{res}{space 2} .0629534{col 26}{space 2} .0509788{col 37}{space 1}    1.23{col 46}{space 3}0.219{col 54}{space 4}-.0380448{col 67}{space 3} .1639515
{txt}{space 7}2003  {c |}{col 14}{res}{space 2} .0491187{col 26}{space 2} .0474981{col 37}{space 1}    1.03{col 46}{space 3}0.303{col 54}{space 4}-.0449837{col 67}{space 3}  .143221
{txt}{space 7}2004  {c |}{col 14}{res}{space 2}-.0680338{col 26}{space 2} .0586271{col 37}{space 1}   -1.16{col 46}{space 3}0.248{col 54}{space 4}-.1841847{col 67}{space 3} .0481172
{txt}{space 7}2005  {c |}{col 14}{res}{space 2} .0349011{col 26}{space 2} .0545053{col 37}{space 1}    0.64{col 46}{space 3}0.523{col 54}{space 4}-.0730838{col 67}{space 3} .1428859
{txt}{space 7}2006  {c |}{col 14}{res}{space 2}  .040435{col 26}{space 2}  .064258{col 37}{space 1}    0.63{col 46}{space 3}0.530{col 54}{space 4}-.0868716{col 67}{space 3} .1677416
{txt}{space 7}2007  {c |}{col 14}{res}{space 2} .0662299{col 26}{space 2} .0553588{col 37}{space 1}    1.20{col 46}{space 3}0.234{col 54}{space 4} -.043446{col 67}{space 3} .1759058
{txt}{space 7}2008  {c |}{col 14}{res}{space 2}-.0263882{col 26}{space 2} .0550693{col 37}{space 1}   -0.48{col 46}{space 3}0.633{col 54}{space 4}-.1354905{col 67}{space 3} .0827141
{txt}{space 7}2009  {c |}{col 14}{res}{space 2}-.0347553{col 26}{space 2} .1097741{col 37}{space 1}   -0.32{col 46}{space 3}0.752{col 54}{space 4}-.2522376{col 67}{space 3} .1827269
{txt}{space 7}2010  {c |}{col 14}{res}{space 2} .0516413{col 26}{space 2} .1198332{col 37}{space 1}    0.43{col 46}{space 3}0.667{col 54}{space 4}  -.18577{col 67}{space 3} .2890525
{txt}{space 7}2011  {c |}{col 14}{res}{space 2} -.081005{col 26}{space 2} .1196056{col 37}{space 1}   -0.68{col 46}{space 3}0.500{col 54}{space 4}-.3179653{col 67}{space 3} .1559553
{txt}{space 12} {c |}
{space 7}_cons {c |}{col 14}{res}{space 2} .3716213{col 26}{space 2} .1897362{col 37}{space 1}    1.96{col 46}{space 3}0.053{col 54}{space 4}-.0042804{col 67}{space 3}  .747523
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Linear regression                                      Number of obs ={res}     338
                                                       {txt}F( 32,   113) ={res}    2.04
                                                       {txt}Prob > F      = {res} 0.0034
                                                       {txt}R-squared     = {res} 0.1511
                                                       {txt}Root MSE      = {res} .12484

{txt}{ralign 78:(Std. Err. adjusted for {res:114} clusters in citystabbr)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}incumbentp~t{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
DIFFusmont~h {c |}{col 14}{res}{space 2} .0109567{col 26}{space 2} .0041176{col 37}{space 1}    2.66{col 46}{space 3}0.009{col 54}{space 4} .0027991{col 67}{space 3} .0191143
{txt}unemploymo~s {c |}{col 14}{res}{space 2} .0066385{col 26}{space 2} .0258833{col 37}{space 1}    0.26{col 46}{space 3}0.798{col 54}{space 4}-.0446411{col 67}{space 3} .0579181
{txt}CENSUS2000~c {c |}{col 14}{res}{space 2} .0068284{col 26}{space 2} .0023073{col 37}{space 1}    2.96{col 46}{space 3}0.004{col 54}{space 4} .0022573{col 67}{space 3} .0113996
{txt}logCENSUS2~p {c |}{col 14}{res}{space 2} .0075416{col 26}{space 2} .0100307{col 37}{space 1}    0.75{col 46}{space 3}0.454{col 54}{space 4} -.012331{col 67}{space 3} .0274142
{txt}CEN~cpercent {c |}{col 14}{res}{space 2} .0860204{col 26}{space 2} .0513928{col 37}{space 1}    1.67{col 46}{space 3}0.097{col 54}{space 4} -.015798{col 67}{space 3} .1878388
{txt}CEN~kpercent {c |}{col 14}{res}{space 2} .0029983{col 26}{space 2} .0622657{col 37}{space 1}    0.05{col 46}{space 3}0.962{col 54}{space 4}-.1203613{col 67}{space 3} .1263579
{txt}CENSUS2000~s {c |}{col 14}{res}{space 2}-.3028056{col 26}{space 2} .1737875{col 37}{space 1}   -1.74{col 46}{space 3}0.084{col 54}{space 4}-.6471101{col 67}{space 3} .0414988
{txt}CENSUS2000~e {c |}{col 14}{res}{space 2}-.0018227{col 26}{space 2} .0014402{col 37}{space 1}   -1.27{col 46}{space 3}0.208{col 54}{space 4}-.0046761{col 67}{space 3} .0010307
{txt}CENSUS1990~c {c |}{col 14}{res}{space 2}-.0056638{col 26}{space 2} .0025407{col 37}{space 1}   -2.23{col 46}{space 3}0.028{col 54}{space 4}-.0106973{col 67}{space 3}-.0006303
{txt}mayorcounc~m {c |}{col 14}{res}{space 2} .0198226{col 26}{space 2} .0191421{col 37}{space 1}    1.04{col 46}{space 3}0.303{col 54}{space 4}-.0181013{col 67}{space 3} .0577465
{txt}{space 3}demvs1988 {c |}{col 14}{res}{space 2}-.0310984{col 26}{space 2} .0919772{col 37}{space 1}   -0.34{col 46}{space 3}0.736{col 54}{space 4}-.2133217{col 67}{space 3}  .151125
{txt}{space 12} {c |}
{space 8}year {c |}
{space 7}1991  {c |}{col 14}{res}{space 2} .0231444{col 26}{space 2} .0592487{col 37}{space 1}    0.39{col 46}{space 3}0.697{col 54}{space 4}-.0942379{col 67}{space 3} .1405267
{txt}{space 7}1992  {c |}{col 14}{res}{space 2}-.0328018{col 26}{space 2} .0615005{col 37}{space 1}   -0.53{col 46}{space 3}0.595{col 54}{space 4}-.1546453{col 67}{space 3} .0890418
{txt}{space 7}1993  {c |}{col 14}{res}{space 2}-.0158977{col 26}{space 2} .0554659{col 37}{space 1}   -0.29{col 46}{space 3}0.775{col 54}{space 4}-.1257858{col 67}{space 3} .0939903
{txt}{space 7}1994  {c |}{col 14}{res}{space 2} .0616366{col 26}{space 2} .0509054{col 37}{space 1}    1.21{col 46}{space 3}0.228{col 54}{space 4}-.0392161{col 67}{space 3} .1624893
{txt}{space 7}1995  {c |}{col 14}{res}{space 2} .0171485{col 26}{space 2}  .046967{col 37}{space 1}    0.37{col 46}{space 3}0.716{col 54}{space 4}-.0759016{col 67}{space 3} .1101986
{txt}{space 7}1996  {c |}{col 14}{res}{space 2} -.024422{col 26}{space 2} .0486734{col 37}{space 1}   -0.50{col 46}{space 3}0.617{col 54}{space 4}-.1208528{col 67}{space 3} .0720087
{txt}{space 7}1997  {c |}{col 14}{res}{space 2} .0057963{col 26}{space 2} .0500453{col 37}{space 1}    0.12{col 46}{space 3}0.908{col 54}{space 4}-.0933525{col 67}{space 3}  .104945
{txt}{space 7}1998  {c |}{col 14}{res}{space 2}  .072598{col 26}{space 2} .0618957{col 37}{space 1}    1.17{col 46}{space 3}0.243{col 54}{space 4}-.0500284{col 67}{space 3} .1952245
{txt}{space 7}1999  {c |}{col 14}{res}{space 2} .0747065{col 26}{space 2} .0601741{col 37}{space 1}    1.24{col 46}{space 3}0.217{col 54}{space 4}-.0445092{col 67}{space 3} .1939222
{txt}{space 7}2000  {c |}{col 14}{res}{space 2} .0504934{col 26}{space 2} .0666613{col 37}{space 1}    0.76{col 46}{space 3}0.450{col 54}{space 4}-.0815747{col 67}{space 3} .1825615
{txt}{space 7}2001  {c |}{col 14}{res}{space 2} .0322847{col 26}{space 2} .0517686{col 37}{space 1}    0.62{col 46}{space 3}0.534{col 54}{space 4}-.0702783{col 67}{space 3} .1348477
{txt}{space 7}2002  {c |}{col 14}{res}{space 2} .0532568{col 26}{space 2} .0517955{col 37}{space 1}    1.03{col 46}{space 3}0.306{col 54}{space 4}-.0493594{col 67}{space 3}  .155873
{txt}{space 7}2003  {c |}{col 14}{res}{space 2} .0477827{col 26}{space 2} .0473144{col 37}{space 1}    1.01{col 46}{space 3}0.315{col 54}{space 4}-.0459557{col 67}{space 3} .1415211
{txt}{space 7}2004  {c |}{col 14}{res}{space 2}-.0701724{col 26}{space 2} .0583613{col 37}{space 1}   -1.20{col 46}{space 3}0.232{col 54}{space 4}-.1857968{col 67}{space 3} .0454519
{txt}{space 7}2005  {c |}{col 14}{res}{space 2} .0368506{col 26}{space 2} .0534483{col 37}{space 1}    0.69{col 46}{space 3}0.492{col 54}{space 4}-.0690402{col 67}{space 3} .1427414
{txt}{space 7}2006  {c |}{col 14}{res}{space 2} .0373986{col 26}{space 2} .0645025{col 37}{space 1}    0.58{col 46}{space 3}0.563{col 54}{space 4}-.0903924{col 67}{space 3} .1651896
{txt}{space 7}2007  {c |}{col 14}{res}{space 2} .0618521{col 26}{space 2} .0551485{col 37}{space 1}    1.12{col 46}{space 3}0.264{col 54}{space 4}-.0474071{col 67}{space 3} .1711114
{txt}{space 7}2008  {c |}{col 14}{res}{space 2}-.0263433{col 26}{space 2}  .055185{col 37}{space 1}   -0.48{col 46}{space 3}0.634{col 54}{space 4}-.1356748{col 67}{space 3} .0829883
{txt}{space 7}2009  {c |}{col 14}{res}{space 2}-.0267535{col 26}{space 2} .1095905{col 37}{space 1}   -0.24{col 46}{space 3}0.808{col 54}{space 4} -.243872{col 67}{space 3}  .190365
{txt}{space 7}2010  {c |}{col 14}{res}{space 2} .0624223{col 26}{space 2} .1195775{col 37}{space 1}    0.52{col 46}{space 3}0.603{col 54}{space 4}-.1744823{col 67}{space 3}  .299327
{txt}{space 7}2011  {c |}{col 14}{res}{space 2}-.0739817{col 26}{space 2} .1190334{col 37}{space 1}   -0.62{col 46}{space 3}0.536{col 54}{space 4}-.3098083{col 67}{space 3} .1618449
{txt}{space 12} {c |}
{space 7}_cons {c |}{col 14}{res}{space 2} .3876492{col 26}{space 2}  .190294{col 37}{space 1}    2.04{col 46}{space 3}0.044{col 54}{space 4} .0106425{col 67}{space 3} .7646559
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Linear regression                                      Number of obs ={res}     338
                                                       {txt}F( 32,   113) ={res}    1.92
                                                       {txt}Prob > F      = {res} 0.0067
                                                       {txt}R-squared     = {res} 0.1481
                                                       {txt}Root MSE      = {res} .12535

{txt}{ralign 78:(Std. Err. adjusted for {res:114} clusters in citystabbr)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}incumbentp~t{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
DIFFusmont~h {c |}{col 14}{res}{space 2} .0106847{col 26}{space 2} .0040839{col 37}{space 1}    2.62{col 46}{space 3}0.010{col 54}{space 4} .0025937{col 67}{space 3} .0187758
{txt}unemploymo~s {c |}{col 14}{res}{space 2} .0076932{col 26}{space 2} .0257514{col 37}{space 1}    0.30{col 46}{space 3}0.766{col 54}{space 4} -.043325{col 67}{space 3} .0587114
{txt}CENSUS2000~c {c |}{col 14}{res}{space 2} .0066642{col 26}{space 2} .0022999{col 37}{space 1}    2.90{col 46}{space 3}0.005{col 54}{space 4} .0021077{col 67}{space 3} .0112207
{txt}logCENSUS2~p {c |}{col 14}{res}{space 2} .0072475{col 26}{space 2} .0100345{col 37}{space 1}    0.72{col 46}{space 3}0.472{col 54}{space 4}-.0126327{col 67}{space 3} .0271277
{txt}CEN~cpercent {c |}{col 14}{res}{space 2} .0772181{col 26}{space 2} .0517141{col 37}{space 1}    1.49{col 46}{space 3}0.138{col 54}{space 4}-.0252369{col 67}{space 3} .1796731
{txt}CEN~kpercent {c |}{col 14}{res}{space 2}-.0162601{col 26}{space 2} .0618188{col 37}{space 1}   -0.26{col 46}{space 3}0.793{col 54}{space 4}-.1387342{col 67}{space 3} .1062141
{txt}CENSUS2000~s {c |}{col 14}{res}{space 2}-.3079522{col 26}{space 2} .1730768{col 37}{space 1}   -1.78{col 46}{space 3}0.078{col 54}{space 4}-.6508485{col 67}{space 3} .0349441
{txt}CENSUS2000~e {c |}{col 14}{res}{space 2}-.0018402{col 26}{space 2} .0014329{col 37}{space 1}   -1.28{col 46}{space 3}0.202{col 54}{space 4}-.0046791{col 67}{space 3} .0009987
{txt}CENSUS1990~c {c |}{col 14}{res}{space 2}-.0056335{col 26}{space 2} .0025502{col 37}{space 1}   -2.21{col 46}{space 3}0.029{col 54}{space 4} -.010686{col 67}{space 3}-.0005811
{txt}mayorcounc~m {c |}{col 14}{res}{space 2} .0210033{col 26}{space 2} .0190687{col 37}{space 1}    1.10{col 46}{space 3}0.273{col 54}{space 4}-.0167752{col 67}{space 3} .0587819
{txt}{space 3}demvs1988 {c |}{col 14}{res}{space 2}-.0257165{col 26}{space 2} .0912309{col 37}{space 1}   -0.28{col 46}{space 3}0.779{col 54}{space 4}-.2064614{col 67}{space 3} .1550284
{txt}{space 12} {c |}
{space 8}year {c |}
{space 7}1991  {c |}{col 14}{res}{space 2} .0211075{col 26}{space 2}  .059031{col 37}{space 1}    0.36{col 46}{space 3}0.721{col 54}{space 4}-.0958435{col 67}{space 3} .1380585
{txt}{space 7}1992  {c |}{col 14}{res}{space 2}-.0348549{col 26}{space 2} .0614413{col 37}{space 1}   -0.57{col 46}{space 3}0.572{col 54}{space 4}-.1565813{col 67}{space 3} .0868714
{txt}{space 7}1993  {c |}{col 14}{res}{space 2}-.0175406{col 26}{space 2} .0554639{col 37}{space 1}   -0.32{col 46}{space 3}0.752{col 54}{space 4}-.1274246{col 67}{space 3} .0923434
{txt}{space 7}1994  {c |}{col 14}{res}{space 2} .0611862{col 26}{space 2} .0508831{col 37}{space 1}    1.20{col 46}{space 3}0.232{col 54}{space 4}-.0396225{col 67}{space 3} .1619948
{txt}{space 7}1995  {c |}{col 14}{res}{space 2} .0159729{col 26}{space 2} .0469852{col 37}{space 1}    0.34{col 46}{space 3}0.735{col 54}{space 4}-.0771132{col 67}{space 3}  .109059
{txt}{space 7}1996  {c |}{col 14}{res}{space 2}-.0251718{col 26}{space 2} .0486042{col 37}{space 1}   -0.52{col 46}{space 3}0.606{col 54}{space 4}-.1214656{col 67}{space 3}  .071122
{txt}{space 7}1997  {c |}{col 14}{res}{space 2} .0090149{col 26}{space 2} .0500716{col 37}{space 1}    0.18{col 46}{space 3}0.857{col 54}{space 4}-.0901859{col 67}{space 3} .1082157
{txt}{space 7}1998  {c |}{col 14}{res}{space 2} .0578154{col 26}{space 2} .0611494{col 37}{space 1}    0.95{col 46}{space 3}0.346{col 54}{space 4}-.0633327{col 67}{space 3} .1789634
{txt}{space 7}1999  {c |}{col 14}{res}{space 2} .0750419{col 26}{space 2} .0598116{col 37}{space 1}    1.25{col 46}{space 3}0.212{col 54}{space 4}-.0434556{col 67}{space 3} .1935395
{txt}{space 7}2000  {c |}{col 14}{res}{space 2} .0513572{col 26}{space 2} .0663173{col 37}{space 1}    0.77{col 46}{space 3}0.440{col 54}{space 4}-.0800293{col 67}{space 3} .1827437
{txt}{space 7}2001  {c |}{col 14}{res}{space 2} .0325006{col 26}{space 2} .0516251{col 37}{space 1}    0.63{col 46}{space 3}0.530{col 54}{space 4} -.069778{col 67}{space 3} .1347792
{txt}{space 7}2002  {c |}{col 14}{res}{space 2} .0619016{col 26}{space 2} .0508044{col 37}{space 1}    1.22{col 46}{space 3}0.226{col 54}{space 4}-.0387511{col 67}{space 3} .1625544
{txt}{space 7}2003  {c |}{col 14}{res}{space 2} .0466266{col 26}{space 2} .0475735{col 37}{space 1}    0.98{col 46}{space 3}0.329{col 54}{space 4} -.047625{col 67}{space 3} .1408782
{txt}{space 7}2004  {c |}{col 14}{res}{space 2}-.0710151{col 26}{space 2} .0582569{col 37}{space 1}   -1.22{col 46}{space 3}0.225{col 54}{space 4}-.1864324{col 67}{space 3} .0444023
{txt}{space 7}2005  {c |}{col 14}{res}{space 2} .0360165{col 26}{space 2} .0534337{col 37}{space 1}    0.67{col 46}{space 3}0.502{col 54}{space 4}-.0698453{col 67}{space 3} .1418782
{txt}{space 7}2006  {c |}{col 14}{res}{space 2} .0382374{col 26}{space 2} .0641145{col 37}{space 1}    0.60{col 46}{space 3}0.552{col 54}{space 4}-.0887849{col 67}{space 3} .1652597
{txt}{space 7}2007  {c |}{col 14}{res}{space 2} .0683262{col 26}{space 2} .0550622{col 37}{space 1}    1.24{col 46}{space 3}0.217{col 54}{space 4} -.040762{col 67}{space 3} .1774144
{txt}{space 7}2008  {c |}{col 14}{res}{space 2} -.027331{col 26}{space 2} .0552061{col 37}{space 1}   -0.50{col 46}{space 3}0.622{col 54}{space 4}-.1367042{col 67}{space 3} .0820422
{txt}{space 7}2009  {c |}{col 14}{res}{space 2}-.0329586{col 26}{space 2}  .109618{col 37}{space 1}   -0.30{col 46}{space 3}0.764{col 54}{space 4}-.2501316{col 67}{space 3} .1842144
{txt}{space 7}2010  {c |}{col 14}{res}{space 2} .0547923{col 26}{space 2}  .119082{col 37}{space 1}    0.46{col 46}{space 3}0.646{col 54}{space 4}-.1811305{col 67}{space 3} .2907151
{txt}{space 7}2011  {c |}{col 14}{res}{space 2} -.068879{col 26}{space 2} .1369238{col 37}{space 1}   -0.50{col 46}{space 3}0.616{col 54}{space 4}-.3401498{col 67}{space 3} .2023918
{txt}{space 12} {c |}
{space 7}_cons {c |}{col 14}{res}{space 2} .3956168{col 26}{space 2} .1889836{col 37}{space 1}    2.09{col 46}{space 3}0.039{col 54}{space 4} .0212062{col 67}{space 3} .7700273
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Linear regression                                      Number of obs ={res}     340
                                                       {txt}F( 32,   113) ={res}    2.15
                                                       {txt}Prob > F      = {res} 0.0017
                                                       {txt}R-squared     = {res} 0.1542
                                                       {txt}Root MSE      = {res} .12447

{txt}{ralign 78:(Std. Err. adjusted for {res:114} clusters in citystabbr)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}incumbentp~t{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
DIFFusmont~h {c |}{col 14}{res}{space 2} .0110766{col 26}{space 2} .0040951{col 37}{space 1}    2.70{col 46}{space 3}0.008{col 54}{space 4} .0029636{col 67}{space 3} .0191896
{txt}unemploymo~s {c |}{col 14}{res}{space 2} .0054172{col 26}{space 2} .0258562{col 37}{space 1}    0.21{col 46}{space 3}0.834{col 54}{space 4}-.0458087{col 67}{space 3}  .056643
{txt}CENSUS2000~c {c |}{col 14}{res}{space 2} .0068132{col 26}{space 2} .0022838{col 37}{space 1}    2.98{col 46}{space 3}0.003{col 54}{space 4} .0022885{col 67}{space 3} .0113379
{txt}logCENSUS2~p {c |}{col 14}{res}{space 2} .0087941{col 26}{space 2} .0099357{col 37}{space 1}    0.89{col 46}{space 3}0.378{col 54}{space 4}-.0108904{col 67}{space 3} .0284785
{txt}CEN~cpercent {c |}{col 14}{res}{space 2} .0897361{col 26}{space 2} .0511747{col 37}{space 1}    1.75{col 46}{space 3}0.082{col 54}{space 4}-.0116503{col 67}{space 3} .1911225
{txt}CEN~kpercent {c |}{col 14}{res}{space 2}-.0062482{col 26}{space 2} .0614759{col 37}{space 1}   -0.10{col 46}{space 3}0.919{col 54}{space 4} -.128043{col 67}{space 3} .1155467
{txt}CENSUS2000~s {c |}{col 14}{res}{space 2}-.2892396{col 26}{space 2} .1744473{col 37}{space 1}   -1.66{col 46}{space 3}0.100{col 54}{space 4}-.6348511{col 67}{space 3} .0563719
{txt}CENSUS2000~e {c |}{col 14}{res}{space 2}-.0018258{col 26}{space 2} .0014379{col 37}{space 1}   -1.27{col 46}{space 3}0.207{col 54}{space 4}-.0046746{col 67}{space 3}  .001023
{txt}CENSUS1990~c {c |}{col 14}{res}{space 2}-.0057501{col 26}{space 2} .0025449{col 37}{space 1}   -2.26{col 46}{space 3}0.026{col 54}{space 4} -.010792{col 67}{space 3}-.0007082
{txt}mayorcounc~m {c |}{col 14}{res}{space 2} .0181827{col 26}{space 2} .0189962{col 37}{space 1}    0.96{col 46}{space 3}0.341{col 54}{space 4}-.0194522{col 67}{space 3} .0558175
{txt}{space 3}demvs1988 {c |}{col 14}{res}{space 2}-.0430303{col 26}{space 2} .0913202{col 37}{space 1}   -0.47{col 46}{space 3}0.638{col 54}{space 4}-.2239521{col 67}{space 3} .1378915
{txt}{space 12} {c |}
{space 8}year {c |}
{space 7}1991  {c |}{col 14}{res}{space 2}  .024292{col 26}{space 2} .0594132{col 37}{space 1}    0.41{col 46}{space 3}0.683{col 54}{space 4}-.0934163{col 67}{space 3} .1420002
{txt}{space 7}1992  {c |}{col 14}{res}{space 2} -.031579{col 26}{space 2} .0618361{col 37}{space 1}   -0.51{col 46}{space 3}0.611{col 54}{space 4}-.1540874{col 67}{space 3} .0909294
{txt}{space 7}1993  {c |}{col 14}{res}{space 2}-.0152925{col 26}{space 2} .0556786{col 37}{space 1}   -0.27{col 46}{space 3}0.784{col 54}{space 4}-.1256018{col 67}{space 3} .0950169
{txt}{space 7}1994  {c |}{col 14}{res}{space 2} .0622547{col 26}{space 2} .0508276{col 37}{space 1}    1.22{col 46}{space 3}0.223{col 54}{space 4} -.038444{col 67}{space 3} .1629535
{txt}{space 7}1995  {c |}{col 14}{res}{space 2} .0165826{col 26}{space 2} .0472686{col 37}{space 1}    0.35{col 46}{space 3}0.726{col 54}{space 4}-.0770651{col 67}{space 3} .1102303
{txt}{space 7}1996  {c |}{col 14}{res}{space 2}-.0248439{col 26}{space 2} .0488291{col 37}{space 1}   -0.51{col 46}{space 3}0.612{col 54}{space 4}-.1215832{col 67}{space 3} .0718954
{txt}{space 7}1997  {c |}{col 14}{res}{space 2} .0041108{col 26}{space 2}  .050238{col 37}{space 1}    0.08{col 46}{space 3}0.935{col 54}{space 4}-.0954197{col 67}{space 3} .1036412
{txt}{space 7}1998  {c |}{col 14}{res}{space 2} .0553367{col 26}{space 2} .0614568{col 37}{space 1}    0.90{col 46}{space 3}0.370{col 54}{space 4}-.0664203{col 67}{space 3} .1770937
{txt}{space 7}1999  {c |}{col 14}{res}{space 2} .0718115{col 26}{space 2}  .060317{col 37}{space 1}    1.19{col 46}{space 3}0.236{col 54}{space 4}-.0476874{col 67}{space 3} .1913104
{txt}{space 7}2000  {c |}{col 14}{res}{space 2} .0480414{col 26}{space 2} .0669906{col 37}{space 1}    0.72{col 46}{space 3}0.475{col 54}{space 4} -.084679{col 67}{space 3} .1807617
{txt}{space 7}2001  {c |}{col 14}{res}{space 2} .0320837{col 26}{space 2} .0521818{col 37}{space 1}    0.61{col 46}{space 3}0.540{col 54}{space 4}-.0712978{col 67}{space 3} .1354652
{txt}{space 7}2002  {c |}{col 14}{res}{space 2} .0627894{col 26}{space 2} .0506407{col 37}{space 1}    1.24{col 46}{space 3}0.218{col 54}{space 4}-.0375389{col 67}{space 3} .1631177
{txt}{space 7}2003  {c |}{col 14}{res}{space 2} .0474237{col 26}{space 2}  .047699{col 37}{space 1}    0.99{col 46}{space 3}0.322{col 54}{space 4}-.0470767{col 67}{space 3}  .141924
{txt}{space 7}2004  {c |}{col 14}{res}{space 2} -.071159{col 26}{space 2}  .058459{col 37}{space 1}   -1.22{col 46}{space 3}0.226{col 54}{space 4}-.1869769{col 67}{space 3} .0446589
{txt}{space 7}2005  {c |}{col 14}{res}{space 2} .0242359{col 26}{space 2} .0528988{col 37}{space 1}    0.46{col 46}{space 3}0.648{col 54}{space 4}-.0805662{col 67}{space 3} .1290379
{txt}{space 7}2006  {c |}{col 14}{res}{space 2} .0348399{col 26}{space 2} .0644469{col 37}{space 1}    0.54{col 46}{space 3}0.590{col 54}{space 4}-.0928411{col 67}{space 3} .1625208
{txt}{space 7}2007  {c |}{col 14}{res}{space 2} .0600195{col 26}{space 2} .0552574{col 37}{space 1}    1.09{col 46}{space 3}0.280{col 54}{space 4}-.0494553{col 67}{space 3} .1694943
{txt}{space 7}2008  {c |}{col 14}{res}{space 2}-.0275736{col 26}{space 2} .0553408{col 37}{space 1}   -0.50{col 46}{space 3}0.619{col 54}{space 4}-.1372137{col 67}{space 3} .0820666
{txt}{space 7}2009  {c |}{col 14}{res}{space 2} -.021471{col 26}{space 2} .1097379{col 37}{space 1}   -0.20{col 46}{space 3}0.845{col 54}{space 4}-.2388817{col 67}{space 3} .1959397
{txt}{space 7}2010  {c |}{col 14}{res}{space 2}  .064972{col 26}{space 2} .1192693{col 37}{space 1}    0.54{col 46}{space 3}0.587{col 54}{space 4} -.171322{col 67}{space 3}  .301266
{txt}{space 7}2011  {c |}{col 14}{res}{space 2}-.0716908{col 26}{space 2} .1188575{col 37}{space 1}   -0.60{col 46}{space 3}0.548{col 54}{space 4}-.3071689{col 67}{space 3} .1637873
{txt}{space 12} {c |}
{space 7}_cons {c |}{col 14}{res}{space 2} .3872649{col 26}{space 2} .1907029{col 37}{space 1}    2.03{col 46}{space 3}0.045{col 54}{space 4} .0094481{col 67}{space 3} .7650816
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Linear regression                                      Number of obs ={res}     340
                                                       {txt}F( 32,   113) ={res}    1.98
                                                       {txt}Prob > F      = {res} 0.0046
                                                       {txt}R-squared     = {res} 0.1561
                                                       {txt}Root MSE      = {res} .12386

{txt}{ralign 78:(Std. Err. adjusted for {res:114} clusters in citystabbr)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}incumbentp~t{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
DIFFusmont~h {c |}{col 14}{res}{space 2} .0110488{col 26}{space 2} .0040639{col 37}{space 1}    2.72{col 46}{space 3}0.008{col 54}{space 4} .0029976{col 67}{space 3} .0191001
{txt}unemploymo~s {c |}{col 14}{res}{space 2} .0066983{col 26}{space 2} .0258445{col 37}{space 1}    0.26{col 46}{space 3}0.796{col 54}{space 4}-.0445044{col 67}{space 3} .0579009
{txt}CENSUS2000~c {c |}{col 14}{res}{space 2} .0067994{col 26}{space 2} .0022955{col 37}{space 1}    2.96{col 46}{space 3}0.004{col 54}{space 4} .0022516{col 67}{space 3} .0113472
{txt}logCENSUS2~p {c |}{col 14}{res}{space 2} .0069181{col 26}{space 2} .0102054{col 37}{space 1}    0.68{col 46}{space 3}0.499{col 54}{space 4}-.0133006{col 67}{space 3} .0271368
{txt}CEN~cpercent {c |}{col 14}{res}{space 2} .0811089{col 26}{space 2} .0518214{col 37}{space 1}    1.57{col 46}{space 3}0.120{col 54}{space 4}-.0215587{col 67}{space 3} .1837765
{txt}CEN~kpercent {c |}{col 14}{res}{space 2}-.0138002{col 26}{space 2} .0610884{col 37}{space 1}   -0.23{col 46}{space 3}0.822{col 54}{space 4}-.1348273{col 67}{space 3} .1072268
{txt}CENSUS2000~s {c |}{col 14}{res}{space 2}-.3110343{col 26}{space 2} .1701173{col 37}{space 1}   -1.83{col 46}{space 3}0.070{col 54}{space 4}-.6480673{col 67}{space 3} .0259988
{txt}CENSUS2000~e {c |}{col 14}{res}{space 2}-.0021843{col 26}{space 2} .0013684{col 37}{space 1}   -1.60{col 46}{space 3}0.113{col 54}{space 4}-.0048954{col 67}{space 3} .0005268
{txt}CENSUS1990~c {c |}{col 14}{res}{space 2}-.0054641{col 26}{space 2} .0025038{col 37}{space 1}   -2.18{col 46}{space 3}0.031{col 54}{space 4}-.0104245{col 67}{space 3}-.0005037
{txt}mayorcounc~m {c |}{col 14}{res}{space 2} .0212535{col 26}{space 2} .0188362{col 37}{space 1}    1.13{col 46}{space 3}0.262{col 54}{space 4}-.0160645{col 67}{space 3} .0585715
{txt}{space 3}demvs1988 {c |}{col 14}{res}{space 2}-.0112704{col 26}{space 2} .0900178{col 37}{space 1}   -0.13{col 46}{space 3}0.901{col 54}{space 4} -.189612{col 67}{space 3} .1670711
{txt}{space 12} {c |}
{space 8}year {c |}
{space 7}1991  {c |}{col 14}{res}{space 2} .0216102{col 26}{space 2} .0589915{col 37}{space 1}    0.37{col 46}{space 3}0.715{col 54}{space 4}-.0952626{col 67}{space 3}  .138483
{txt}{space 7}1992  {c |}{col 14}{res}{space 2}-.0334595{col 26}{space 2} .0617248{col 37}{space 1}   -0.54{col 46}{space 3}0.589{col 54}{space 4}-.1557473{col 67}{space 3} .0888284
{txt}{space 7}1993  {c |}{col 14}{res}{space 2}-.0163259{col 26}{space 2} .0556599{col 37}{space 1}   -0.29{col 46}{space 3}0.770{col 54}{space 4}-.1265982{col 67}{space 3} .0939464
{txt}{space 7}1994  {c |}{col 14}{res}{space 2} .0623149{col 26}{space 2} .0510478{col 37}{space 1}    1.22{col 46}{space 3}0.225{col 54}{space 4}-.0388201{col 67}{space 3} .1634498
{txt}{space 7}1995  {c |}{col 14}{res}{space 2} .0155405{col 26}{space 2} .0470388{col 37}{space 1}    0.33{col 46}{space 3}0.742{col 54}{space 4}-.0776518{col 67}{space 3} .1087328
{txt}{space 7}1996  {c |}{col 14}{res}{space 2}-.0259455{col 26}{space 2} .0486203{col 37}{space 1}   -0.53{col 46}{space 3}0.595{col 54}{space 4} -.122271{col 67}{space 3} .0703801
{txt}{space 7}1997  {c |}{col 14}{res}{space 2}  .004633{col 26}{space 2} .0499179{col 37}{space 1}    0.09{col 46}{space 3}0.926{col 54}{space 4}-.0942633{col 67}{space 3} .1035294
{txt}{space 7}1998  {c |}{col 14}{res}{space 2} .0563423{col 26}{space 2} .0612974{col 37}{space 1}    0.92{col 46}{space 3}0.360{col 54}{space 4} -.065099{col 67}{space 3} .1777835
{txt}{space 7}1999  {c |}{col 14}{res}{space 2} .0730723{col 26}{space 2} .0599774{col 37}{space 1}    1.22{col 46}{space 3}0.226{col 54}{space 4}-.0457538{col 67}{space 3} .1918984
{txt}{space 7}2000  {c |}{col 14}{res}{space 2} .0492769{col 26}{space 2} .0665726{col 37}{space 1}    0.74{col 46}{space 3}0.461{col 54}{space 4}-.0826154{col 67}{space 3} .1811692
{txt}{space 7}2001  {c |}{col 14}{res}{space 2}  .031298{col 26}{space 2} .0516529{col 37}{space 1}    0.61{col 46}{space 3}0.546{col 54}{space 4}-.0710357{col 67}{space 3} .1336317
{txt}{space 7}2002  {c |}{col 14}{res}{space 2} .0617711{col 26}{space 2} .0507575{col 37}{space 1}    1.22{col 46}{space 3}0.226{col 54}{space 4}-.0387887{col 67}{space 3} .1623308
{txt}{space 7}2003  {c |}{col 14}{res}{space 2} .0462468{col 26}{space 2}  .047599{col 37}{space 1}    0.97{col 46}{space 3}0.333{col 54}{space 4}-.0480555{col 67}{space 3} .1405491
{txt}{space 7}2004  {c |}{col 14}{res}{space 2}-.0716687{col 26}{space 2} .0583034{col 37}{space 1}   -1.23{col 46}{space 3}0.222{col 54}{space 4}-.1871783{col 67}{space 3} .0438409
{txt}{space 7}2005  {c |}{col 14}{res}{space 2} .0499868{col 26}{space 2} .0524015{col 37}{space 1}    0.95{col 46}{space 3}0.342{col 54}{space 4}-.0538302{col 67}{space 3} .1538037
{txt}{space 7}2006  {c |}{col 14}{res}{space 2}  .035757{col 26}{space 2} .0641858{col 37}{space 1}    0.56{col 46}{space 3}0.579{col 54}{space 4}-.0914067{col 67}{space 3} .1629207
{txt}{space 7}2007  {c |}{col 14}{res}{space 2}  .059341{col 26}{space 2} .0549139{col 37}{space 1}    1.08{col 46}{space 3}0.282{col 54}{space 4}-.0494534{col 67}{space 3} .1681354
{txt}{space 7}2008  {c |}{col 14}{res}{space 2}-.0287509{col 26}{space 2} .0551509{col 37}{space 1}   -0.52{col 46}{space 3}0.603{col 54}{space 4}-.1380148{col 67}{space 3}  .080513
{txt}{space 7}2009  {c |}{col 14}{res}{space 2}-.0317839{col 26}{space 2} .1097942{col 37}{space 1}   -0.29{col 46}{space 3}0.773{col 54}{space 4}-.2493059{col 67}{space 3} .1857381
{txt}{space 7}2010  {c |}{col 14}{res}{space 2} .0579802{col 26}{space 2} .1195988{col 37}{space 1}    0.48{col 46}{space 3}0.629{col 54}{space 4}-.1789666{col 67}{space 3}  .294927
{txt}{space 7}2011  {c |}{col 14}{res}{space 2}-.0813715{col 26}{space 2} .1197281{col 37}{space 1}   -0.68{col 46}{space 3}0.498{col 54}{space 4}-.3185744{col 67}{space 3} .1558314
{txt}{space 12} {c |}
{space 7}_cons {c |}{col 14}{res}{space 2} .3924465{col 26}{space 2} .1918884{col 37}{space 1}    2.05{col 46}{space 3}0.043{col 54}{space 4}  .012281{col 67}{space 3} .7726121
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Linear regression                                      Number of obs ={res}     338
                                                       {txt}F( 32,   113) ={res}    1.98
                                                       {txt}Prob > F      = {res} 0.0048
                                                       {txt}R-squared     = {res} 0.1481
                                                       {txt}Root MSE      = {res}  .1255

{txt}{ralign 78:(Std. Err. adjusted for {res:114} clusters in citystabbr)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}incumbentp~t{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
DIFFusmont~h {c |}{col 14}{res}{space 2} .0108204{col 26}{space 2} .0040972{col 37}{space 1}    2.64{col 46}{space 3}0.009{col 54}{space 4} .0027031{col 67}{space 3} .0189377
{txt}unemploymo~s {c |}{col 14}{res}{space 2} .0071048{col 26}{space 2}   .02589{col 37}{space 1}    0.27{col 46}{space 3}0.784{col 54}{space 4}-.0441879{col 67}{space 3} .0583975
{txt}CENSUS2000~c {c |}{col 14}{res}{space 2} .0067466{col 26}{space 2} .0023093{col 37}{space 1}    2.92{col 46}{space 3}0.004{col 54}{space 4} .0021715{col 67}{space 3} .0113217
{txt}logCENSUS2~p {c |}{col 14}{res}{space 2} .0079591{col 26}{space 2} .0100742{col 37}{space 1}    0.79{col 46}{space 3}0.431{col 54}{space 4}-.0119998{col 67}{space 3} .0279179
{txt}CEN~cpercent {c |}{col 14}{res}{space 2} .0860929{col 26}{space 2} .0521535{col 37}{space 1}    1.65{col 46}{space 3}0.102{col 54}{space 4}-.0172326{col 67}{space 3} .1894184
{txt}CEN~kpercent {c |}{col 14}{res}{space 2}-.0018231{col 26}{space 2} .0618947{col 37}{space 1}   -0.03{col 46}{space 3}0.977{col 54}{space 4}-.1244477{col 67}{space 3} .1208014
{txt}CENSUS2000~s {c |}{col 14}{res}{space 2} -.301756{col 26}{space 2} .1740654{col 37}{space 1}   -1.73{col 46}{space 3}0.086{col 54}{space 4} -.646611{col 67}{space 3}  .043099
{txt}CENSUS2000~e {c |}{col 14}{res}{space 2}-.0018787{col 26}{space 2} .0014275{col 37}{space 1}   -1.32{col 46}{space 3}0.191{col 54}{space 4}-.0047068{col 67}{space 3} .0009495
{txt}CENSUS1990~c {c |}{col 14}{res}{space 2}-.0055358{col 26}{space 2} .0025512{col 37}{space 1}   -2.17{col 46}{space 3}0.032{col 54}{space 4}-.0105901{col 67}{space 3}-.0004814
{txt}mayorcounc~m {c |}{col 14}{res}{space 2} .0193922{col 26}{space 2} .0192835{col 37}{space 1}    1.01{col 46}{space 3}0.317{col 54}{space 4} -.018812{col 67}{space 3} .0575963
{txt}{space 3}demvs1988 {c |}{col 14}{res}{space 2}-.0263356{col 26}{space 2} .0914953{col 37}{space 1}   -0.29{col 46}{space 3}0.774{col 54}{space 4}-.2076043{col 67}{space 3} .1549331
{txt}{space 12} {c |}
{space 8}year {c |}
{space 7}1991  {c |}{col 14}{res}{space 2} .0229551{col 26}{space 2}  .059265{col 37}{space 1}    0.39{col 46}{space 3}0.699{col 54}{space 4}-.0944595{col 67}{space 3} .1403697
{txt}{space 7}1992  {c |}{col 14}{res}{space 2}-.0332841{col 26}{space 2} .0616628{col 37}{space 1}   -0.54{col 46}{space 3}0.590{col 54}{space 4}-.1554494{col 67}{space 3} .0888811
{txt}{space 7}1993  {c |}{col 14}{res}{space 2} -.014138{col 26}{space 2} .0566939{col 37}{space 1}   -0.25{col 46}{space 3}0.804{col 54}{space 4}-.1264589{col 67}{space 3} .0981828
{txt}{space 7}1994  {c |}{col 14}{res}{space 2} .0615256{col 26}{space 2} .0509054{col 37}{space 1}    1.21{col 46}{space 3}0.229{col 54}{space 4}-.0393271{col 67}{space 3} .1623783
{txt}{space 7}1995  {c |}{col 14}{res}{space 2} .0172559{col 26}{space 2} .0470184{col 37}{space 1}    0.37{col 46}{space 3}0.714{col 54}{space 4}-.0758961{col 67}{space 3} .1104079
{txt}{space 7}1996  {c |}{col 14}{res}{space 2}-.0244779{col 26}{space 2} .0486644{col 37}{space 1}   -0.50{col 46}{space 3}0.616{col 54}{space 4}-.1208908{col 67}{space 3}  .071935
{txt}{space 7}1997  {c |}{col 14}{res}{space 2} .0074552{col 26}{space 2} .0502769{col 37}{space 1}    0.15{col 46}{space 3}0.882{col 54}{space 4}-.0921525{col 67}{space 3} .1070629
{txt}{space 7}1998  {c |}{col 14}{res}{space 2} .0577406{col 26}{space 2} .0614394{col 37}{space 1}    0.94{col 46}{space 3}0.349{col 54}{space 4}-.0639819{col 67}{space 3}  .179463
{txt}{space 7}1999  {c |}{col 14}{res}{space 2} .0754147{col 26}{space 2} .0602712{col 37}{space 1}    1.25{col 46}{space 3}0.213{col 54}{space 4}-.0439934{col 67}{space 3} .1948228
{txt}{space 7}2000  {c |}{col 14}{res}{space 2}  .051316{col 26}{space 2} .0666723{col 37}{space 1}    0.77{col 46}{space 3}0.443{col 54}{space 4}-.0807739{col 67}{space 3}  .183406
{txt}{space 7}2001  {c |}{col 14}{res}{space 2} .0327706{col 26}{space 2} .0518555{col 37}{space 1}    0.63{col 46}{space 3}0.529{col 54}{space 4}-.0699645{col 67}{space 3} .1355057
{txt}{space 7}2002  {c |}{col 14}{res}{space 2} .0622275{col 26}{space 2} .0508343{col 37}{space 1}    1.22{col 46}{space 3}0.223{col 54}{space 4}-.0384844{col 67}{space 3} .1629393
{txt}{space 7}2003  {c |}{col 14}{res}{space 2} .0476572{col 26}{space 2} .0474438{col 37}{space 1}    1.00{col 46}{space 3}0.317{col 54}{space 4}-.0463376{col 67}{space 3} .1416519
{txt}{space 7}2004  {c |}{col 14}{res}{space 2}-.0699851{col 26}{space 2} .0583967{col 37}{space 1}   -1.20{col 46}{space 3}0.233{col 54}{space 4}-.1856794{col 67}{space 3} .0457093
{txt}{space 7}2005  {c |}{col 14}{res}{space 2} .0314106{col 26}{space 2}  .054077{col 37}{space 1}    0.58{col 46}{space 3}0.562{col 54}{space 4}-.0757256{col 67}{space 3} .1385469
{txt}{space 7}2006  {c |}{col 14}{res}{space 2} .0380087{col 26}{space 2} .0642922{col 37}{space 1}    0.59{col 46}{space 3}0.556{col 54}{space 4}-.0893658{col 67}{space 3} .1653832
{txt}{space 7}2007  {c |}{col 14}{res}{space 2} .0624744{col 26}{space 2} .0552136{col 37}{space 1}    1.13{col 46}{space 3}0.260{col 54}{space 4}-.0469136{col 67}{space 3} .1718625
{txt}{space 7}2008  {c |}{col 14}{res}{space 2}-.0266895{col 26}{space 2}  .055197{col 37}{space 1}   -0.48{col 46}{space 3}0.630{col 54}{space 4}-.1360446{col 67}{space 3} .0826656
{txt}{space 7}2009  {c |}{col 14}{res}{space 2}-.0289859{col 26}{space 2} .1096163{col 37}{space 1}   -0.26{col 46}{space 3}0.792{col 54}{space 4}-.2461556{col 67}{space 3} .1881839
{txt}{space 7}2010  {c |}{col 14}{res}{space 2} .0580568{col 26}{space 2} .1192867{col 37}{space 1}    0.49{col 46}{space 3}0.627{col 54}{space 4}-.1782717{col 67}{space 3} .2943853
{txt}{space 7}2011  {c |}{col 14}{res}{space 2}-.0759919{col 26}{space 2}  .119205{col 37}{space 1}   -0.64{col 46}{space 3}0.525{col 54}{space 4}-.3121586{col 67}{space 3} .1601747
{txt}{space 12} {c |}
{space 7}_cons {c |}{col 14}{res}{space 2} .3785951{col 26}{space 2}  .191979{col 37}{space 1}    1.97{col 46}{space 3}0.051{col 54}{space 4}-.0017499{col 67}{space 3} .7589401
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Linear regression                                      Number of obs ={res}     339
                                                       {txt}F( 32,   113) ={res}    2.05
                                                       {txt}Prob > F      = {res} 0.0031
                                                       {txt}R-squared     = {res} 0.1507
                                                       {txt}Root MSE      = {res} .12449

{txt}{ralign 78:(Std. Err. adjusted for {res:114} clusters in citystabbr)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}incumbentp~t{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
DIFFusmont~h {c |}{col 14}{res}{space 2} .0110348{col 26}{space 2} .0040878{col 37}{space 1}    2.70{col 46}{space 3}0.008{col 54}{space 4} .0029362{col 67}{space 3} .0191335
{txt}unemploymo~s {c |}{col 14}{res}{space 2} .0082435{col 26}{space 2}  .025831{col 37}{space 1}    0.32{col 46}{space 3}0.750{col 54}{space 4}-.0429323{col 67}{space 3} .0594193
{txt}CENSUS2000~c {c |}{col 14}{res}{space 2} .0066169{col 26}{space 2} .0023089{col 37}{space 1}    2.87{col 46}{space 3}0.005{col 54}{space 4} .0020426{col 67}{space 3} .0111913
{txt}logCENSUS2~p {c |}{col 14}{res}{space 2} .0084727{col 26}{space 2} .0100721{col 37}{space 1}    0.84{col 46}{space 3}0.402{col 54}{space 4}-.0114819{col 67}{space 3} .0284273
{txt}CEN~cpercent {c |}{col 14}{res}{space 2} .0993267{col 26}{space 2} .0501925{col 37}{space 1}    1.98{col 46}{space 3}0.050{col 54}{space 4}-.0001136{col 67}{space 3}  .198767
{txt}CEN~kpercent {c |}{col 14}{res}{space 2} .0096352{col 26}{space 2}  .061314{col 37}{space 1}    0.16{col 46}{space 3}0.875{col 54}{space 4}-.1118388{col 67}{space 3} .1311092
{txt}CENSUS2000~s {c |}{col 14}{res}{space 2}-.2671806{col 26}{space 2}  .170564{col 37}{space 1}   -1.57{col 46}{space 3}0.120{col 54}{space 4}-.6050987{col 67}{space 3} .0707374
{txt}CENSUS2000~e {c |}{col 14}{res}{space 2}-.0018764{col 26}{space 2}  .001411{col 37}{space 1}   -1.33{col 46}{space 3}0.186{col 54}{space 4}-.0046719{col 67}{space 3}  .000919
{txt}CENSUS1990~c {c |}{col 14}{res}{space 2}-.0054109{col 26}{space 2} .0025645{col 37}{space 1}   -2.11{col 46}{space 3}0.037{col 54}{space 4}-.0104916{col 67}{space 3}-.0003302
{txt}mayorcounc~m {c |}{col 14}{res}{space 2} .0211871{col 26}{space 2} .0189021{col 37}{space 1}    1.12{col 46}{space 3}0.265{col 54}{space 4}-.0162613{col 67}{space 3} .0586355
{txt}{space 3}demvs1988 {c |}{col 14}{res}{space 2}-.0364736{col 26}{space 2} .0905932{col 37}{space 1}   -0.40{col 46}{space 3}0.688{col 54}{space 4}-.2159551{col 67}{space 3} .1430079
{txt}{space 12} {c |}
{space 8}year {c |}
{space 7}1991  {c |}{col 14}{res}{space 2} .0222824{col 26}{space 2} .0593871{col 37}{space 1}    0.38{col 46}{space 3}0.708{col 54}{space 4}-.0953742{col 67}{space 3}  .139939
{txt}{space 7}1992  {c |}{col 14}{res}{space 2}-.0344782{col 26}{space 2} .0617017{col 37}{space 1}   -0.56{col 46}{space 3}0.577{col 54}{space 4}-.1567205{col 67}{space 3}  .087764
{txt}{space 7}1993  {c |}{col 14}{res}{space 2} -.017523{col 26}{space 2} .0556319{col 37}{space 1}   -0.31{col 46}{space 3}0.753{col 54}{space 4}-.1277399{col 67}{space 3} .0926938
{txt}{space 7}1994  {c |}{col 14}{res}{space 2} .0624814{col 26}{space 2} .0509272{col 37}{space 1}    1.23{col 46}{space 3}0.222{col 54}{space 4}-.0384146{col 67}{space 3} .1633775
{txt}{space 7}1995  {c |}{col 14}{res}{space 2} .0182328{col 26}{space 2} .0470557{col 37}{space 1}    0.39{col 46}{space 3}0.699{col 54}{space 4} -.074993{col 67}{space 3} .1114587
{txt}{space 7}1996  {c |}{col 14}{res}{space 2}-.0218369{col 26}{space 2} .0486719{col 37}{space 1}   -0.45{col 46}{space 3}0.655{col 54}{space 4}-.1182647{col 67}{space 3} .0745908
{txt}{space 7}1997  {c |}{col 14}{res}{space 2} .0087983{col 26}{space 2} .0500267{col 37}{space 1}    0.18{col 46}{space 3}0.861{col 54}{space 4}-.0903135{col 67}{space 3} .1079102
{txt}{space 7}1998  {c |}{col 14}{res}{space 2}  .060215{col 26}{space 2} .0614731{col 37}{space 1}    0.98{col 46}{space 3}0.329{col 54}{space 4}-.0615743{col 67}{space 3} .1820043
{txt}{space 7}1999  {c |}{col 14}{res}{space 2} .0707325{col 26}{space 2} .0600762{col 37}{space 1}    1.18{col 46}{space 3}0.242{col 54}{space 4}-.0482893{col 67}{space 3} .1897542
{txt}{space 7}2000  {c |}{col 14}{res}{space 2} .0545709{col 26}{space 2} .0667508{col 37}{space 1}    0.82{col 46}{space 3}0.415{col 54}{space 4}-.0776745{col 67}{space 3} .1868163
{txt}{space 7}2001  {c |}{col 14}{res}{space 2}  .033641{col 26}{space 2} .0518835{col 37}{space 1}    0.65{col 46}{space 3}0.518{col 54}{space 4}-.0691495{col 67}{space 3} .1364315
{txt}{space 7}2002  {c |}{col 14}{res}{space 2} .0636051{col 26}{space 2} .0508732{col 37}{space 1}    1.25{col 46}{space 3}0.214{col 54}{space 4}-.0371839{col 67}{space 3} .1643941
{txt}{space 7}2003  {c |}{col 14}{res}{space 2} .0484077{col 26}{space 2} .0473767{col 37}{space 1}    1.02{col 46}{space 3}0.309{col 54}{space 4}-.0454542{col 67}{space 3} .1422695
{txt}{space 7}2004  {c |}{col 14}{res}{space 2}-.0691719{col 26}{space 2} .0584497{col 37}{space 1}   -1.18{col 46}{space 3}0.239{col 54}{space 4}-.1849713{col 67}{space 3} .0466276
{txt}{space 7}2005  {c |}{col 14}{res}{space 2} .0284281{col 26}{space 2} .0535904{col 37}{space 1}    0.53{col 46}{space 3}0.597{col 54}{space 4} -.077744{col 67}{space 3} .1346003
{txt}{space 7}2006  {c |}{col 14}{res}{space 2} .0399922{col 26}{space 2} .0644167{col 37}{space 1}    0.62{col 46}{space 3}0.536{col 54}{space 4} -.087629{col 67}{space 3} .1676134
{txt}{space 7}2007  {c |}{col 14}{res}{space 2} .0645478{col 26}{space 2} .0551928{col 37}{space 1}    1.17{col 46}{space 3}0.245{col 54}{space 4}-.0447991{col 67}{space 3} .1738947
{txt}{space 7}2008  {c |}{col 14}{res}{space 2}-.0270506{col 26}{space 2} .0550788{col 37}{space 1}   -0.49{col 46}{space 3}0.624{col 54}{space 4}-.1361716{col 67}{space 3} .0820704
{txt}{space 7}2009  {c |}{col 14}{res}{space 2}-.0315244{col 26}{space 2}  .109646{col 37}{space 1}   -0.29{col 46}{space 3}0.774{col 54}{space 4} -.248753{col 67}{space 3} .1857042
{txt}{space 7}2010  {c |}{col 14}{res}{space 2} .0553605{col 26}{space 2} .1192858{col 37}{space 1}    0.46{col 46}{space 3}0.643{col 54}{space 4}-.1809661{col 67}{space 3}  .291687
{txt}{space 7}2011  {c |}{col 14}{res}{space 2}-.0773993{col 26}{space 2} .1186702{col 37}{space 1}   -0.65{col 46}{space 3}0.516{col 54}{space 4}-.3125063{col 67}{space 3} .1577078
{txt}{space 12} {c |}
{space 7}_cons {c |}{col 14}{res}{space 2} .3593072{col 26}{space 2} .1910683{col 37}{space 1}    1.88{col 46}{space 3}0.063{col 54}{space 4}-.0192336{col 67}{space 3} .7378481
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Linear regression                                      Number of obs ={res}     339
                                                       {txt}F( 32,   113) ={res}    1.98
                                                       {txt}Prob > F      = {res} 0.0047
                                                       {txt}R-squared     = {res} 0.1494
                                                       {txt}Root MSE      = {res}  .1253

{txt}{ralign 78:(Std. Err. adjusted for {res:114} clusters in citystabbr)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}incumbentp~t{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
DIFFusmont~h {c |}{col 14}{res}{space 2} .0108577{col 26}{space 2} .0040701{col 37}{space 1}    2.67{col 46}{space 3}0.009{col 54}{space 4} .0027941{col 67}{space 3} .0189214
{txt}unemploymo~s {c |}{col 14}{res}{space 2} .0078589{col 26}{space 2} .0261484{col 37}{space 1}    0.30{col 46}{space 3}0.764{col 54}{space 4}-.0439458{col 67}{space 3} .0596636
{txt}CENSUS2000~c {c |}{col 14}{res}{space 2} .0069583{col 26}{space 2} .0023435{col 37}{space 1}    2.97{col 46}{space 3}0.004{col 54}{space 4} .0023155{col 67}{space 3} .0116011
{txt}logCENSUS2~p {c |}{col 14}{res}{space 2} .0085377{col 26}{space 2}  .010144{col 37}{space 1}    0.84{col 46}{space 3}0.402{col 54}{space 4}-.0115594{col 67}{space 3} .0286348
{txt}CEN~cpercent {c |}{col 14}{res}{space 2} .0833849{col 26}{space 2} .0512585{col 37}{space 1}    1.63{col 46}{space 3}0.107{col 54}{space 4}-.0181675{col 67}{space 3} .1849372
{txt}CEN~kpercent {c |}{col 14}{res}{space 2}-.0040464{col 26}{space 2} .0620037{col 37}{space 1}   -0.07{col 46}{space 3}0.948{col 54}{space 4} -.126887{col 67}{space 3} .1187942
{txt}CENSUS2000~s {c |}{col 14}{res}{space 2}-.3186859{col 26}{space 2} .1773829{col 37}{space 1}   -1.80{col 46}{space 3}0.075{col 54}{space 4}-.6701133{col 67}{space 3} .0327416
{txt}CENSUS2000~e {c |}{col 14}{res}{space 2}-.0018877{col 26}{space 2}  .001433{col 37}{space 1}   -1.32{col 46}{space 3}0.190{col 54}{space 4}-.0047267{col 67}{space 3} .0009513
{txt}CENSUS1990~c {c |}{col 14}{res}{space 2}-.0056983{col 26}{space 2} .0025422{col 37}{space 1}   -2.24{col 46}{space 3}0.027{col 54}{space 4}-.0107348{col 67}{space 3}-.0006618
{txt}mayorcounc~m {c |}{col 14}{res}{space 2} .0202322{col 26}{space 2} .0192232{col 37}{space 1}    1.05{col 46}{space 3}0.295{col 54}{space 4}-.0178524{col 67}{space 3} .0583168
{txt}{space 3}demvs1988 {c |}{col 14}{res}{space 2}-.0301332{col 26}{space 2} .0914832{col 37}{space 1}   -0.33{col 46}{space 3}0.742{col 54}{space 4}-.2113779{col 67}{space 3} .1511114
{txt}{space 12} {c |}
{space 8}year {c |}
{space 7}1991  {c |}{col 14}{res}{space 2} .0218941{col 26}{space 2} .0593441{col 37}{space 1}    0.37{col 46}{space 3}0.713{col 54}{space 4}-.0956773{col 67}{space 3} .1394655
{txt}{space 7}1992  {c |}{col 14}{res}{space 2} -.034953{col 26}{space 2} .0621908{col 37}{space 1}   -0.56{col 46}{space 3}0.575{col 54}{space 4}-.1581641{col 67}{space 3} .0882581
{txt}{space 7}1993  {c |}{col 14}{res}{space 2}-.0168101{col 26}{space 2} .0557681{col 37}{space 1}   -0.30{col 46}{space 3}0.764{col 54}{space 4}-.1272968{col 67}{space 3} .0936765
{txt}{space 7}1994  {c |}{col 14}{res}{space 2} .0612826{col 26}{space 2} .0510559{col 37}{space 1}    1.20{col 46}{space 3}0.233{col 54}{space 4}-.0398683{col 67}{space 3} .1624336
{txt}{space 7}1995  {c |}{col 14}{res}{space 2} .0173161{col 26}{space 2} .0471316{col 37}{space 1}    0.37{col 46}{space 3}0.714{col 54}{space 4}  -.07606{col 67}{space 3} .1106923
{txt}{space 7}1996  {c |}{col 14}{res}{space 2}-.0248306{col 26}{space 2} .0487836{col 37}{space 1}   -0.51{col 46}{space 3}0.612{col 54}{space 4}-.1214796{col 67}{space 3} .0718184
{txt}{space 7}1997  {c |}{col 14}{res}{space 2}  .007329{col 26}{space 2} .0510823{col 37}{space 1}    0.14{col 46}{space 3}0.886{col 54}{space 4}-.0938742{col 67}{space 3} .1085323
{txt}{space 7}1998  {c |}{col 14}{res}{space 2} .0587374{col 26}{space 2} .0615099{col 37}{space 1}    0.95{col 46}{space 3}0.342{col 54}{space 4}-.0631249{col 67}{space 3} .1805996
{txt}{space 7}1999  {c |}{col 14}{res}{space 2} .0763917{col 26}{space 2}  .060336{col 37}{space 1}    1.27{col 46}{space 3}0.208{col 54}{space 4}-.0431449{col 67}{space 3} .1959282
{txt}{space 7}2000  {c |}{col 14}{res}{space 2} .0526315{col 26}{space 2} .0672289{col 37}{space 1}    0.78{col 46}{space 3}0.435{col 54}{space 4}-.0805612{col 67}{space 3} .1858242
{txt}{space 7}2001  {c |}{col 14}{res}{space 2} .0335895{col 26}{space 2} .0519229{col 37}{space 1}    0.65{col 46}{space 3}0.519{col 54}{space 4} -.069279{col 67}{space 3} .1364581
{txt}{space 7}2002  {c |}{col 14}{res}{space 2} .0620788{col 26}{space 2} .0509179{col 37}{space 1}    1.22{col 46}{space 3}0.225{col 54}{space 4}-.0387987{col 67}{space 3} .1629564
{txt}{space 7}2003  {c |}{col 14}{res}{space 2} .0473991{col 26}{space 2} .0475127{col 37}{space 1}    1.00{col 46}{space 3}0.321{col 54}{space 4}-.0467322{col 67}{space 3} .1415304
{txt}{space 7}2004  {c |}{col 14}{res}{space 2}-.0702052{col 26}{space 2} .0583818{col 37}{space 1}   -1.20{col 46}{space 3}0.232{col 54}{space 4}-.1858701{col 67}{space 3} .0454596
{txt}{space 7}2005  {c |}{col 14}{res}{space 2} .0375186{col 26}{space 2} .0536519{col 37}{space 1}    0.70{col 46}{space 3}0.486{col 54}{space 4}-.0687754{col 67}{space 3} .1438127
{txt}{space 7}2006  {c |}{col 14}{res}{space 2} .0385742{col 26}{space 2} .0646021{col 37}{space 1}    0.60{col 46}{space 3}0.552{col 54}{space 4}-.0894143{col 67}{space 3} .1665627
{txt}{space 7}2007  {c |}{col 14}{res}{space 2} .0576454{col 26}{space 2} .0555455{col 37}{space 1}    1.04{col 46}{space 3}0.302{col 54}{space 4}-.0524002{col 67}{space 3}  .167691
{txt}{space 7}2008  {c |}{col 14}{res}{space 2}-.0274999{col 26}{space 2} .0551932{col 37}{space 1}   -0.50{col 46}{space 3}0.619{col 54}{space 4}-.1368476{col 67}{space 3} .0818479
{txt}{space 7}2009  {c |}{col 14}{res}{space 2}-.0318882{col 26}{space 2}  .110961{col 37}{space 1}   -0.29{col 46}{space 3}0.774{col 54}{space 4}-.2517219{col 67}{space 3} .1879456
{txt}{space 7}2010  {c |}{col 14}{res}{space 2} .0548276{col 26}{space 2} .1203046{col 37}{space 1}    0.46{col 46}{space 3}0.649{col 54}{space 4}-.1835175{col 67}{space 3} .2931728
{txt}{space 7}2011  {c |}{col 14}{res}{space 2} -.078509{col 26}{space 2} .1200725{col 37}{space 1}   -0.65{col 46}{space 3}0.515{col 54}{space 4}-.3163943{col 67}{space 3} .1593763
{txt}{space 12} {c |}
{space 7}_cons {c |}{col 14}{res}{space 2} .3685162{col 26}{space 2} .1921213{col 37}{space 1}    1.92{col 46}{space 3}0.058{col 54}{space 4}-.0121107{col 67}{space 3} .7491432
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Linear regression                                      Number of obs ={res}     339
                                                       {txt}F( 32,   113) ={res}    1.98
                                                       {txt}Prob > F      = {res} 0.0048
                                                       {txt}R-squared     = {res} 0.1469
                                                       {txt}Root MSE      = {res}  .1249

{txt}{ralign 78:(Std. Err. adjusted for {res:114} clusters in citystabbr)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}incumbentp~t{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
DIFFusmont~h {c |}{col 14}{res}{space 2} .0109598{col 26}{space 2} .0041025{col 37}{space 1}    2.67{col 46}{space 3}0.009{col 54}{space 4}  .002832{col 67}{space 3} .0190876
{txt}unemploymo~s {c |}{col 14}{res}{space 2} .0093873{col 26}{space 2} .0257817{col 37}{space 1}    0.36{col 46}{space 3}0.716{col 54}{space 4}-.0416908{col 67}{space 3} .0604655
{txt}CENSUS2000~c {c |}{col 14}{res}{space 2} .0066134{col 26}{space 2} .0022898{col 37}{space 1}    2.89{col 46}{space 3}0.005{col 54}{space 4} .0020769{col 67}{space 3} .0111499
{txt}logCENSUS2~p {c |}{col 14}{res}{space 2} .0086789{col 26}{space 2}  .010193{col 37}{space 1}    0.85{col 46}{space 3}0.396{col 54}{space 4}-.0115152{col 67}{space 3}  .028873
{txt}CEN~cpercent {c |}{col 14}{res}{space 2} .0806133{col 26}{space 2} .0509467{col 37}{space 1}    1.58{col 46}{space 3}0.116{col 54}{space 4}-.0203213{col 67}{space 3} .1815479
{txt}CEN~kpercent {c |}{col 14}{res}{space 2}-.0039499{col 26}{space 2}  .061496{col 37}{space 1}   -0.06{col 46}{space 3}0.949{col 54}{space 4}-.1257846{col 67}{space 3} .1178848
{txt}CENSUS2000~s {c |}{col 14}{res}{space 2}-.3107974{col 26}{space 2} .1744865{col 37}{space 1}   -1.78{col 46}{space 3}0.078{col 54}{space 4}-.6564866{col 67}{space 3} .0348919
{txt}CENSUS2000~e {c |}{col 14}{res}{space 2}-.0018978{col 26}{space 2} .0014333{col 37}{space 1}   -1.32{col 46}{space 3}0.188{col 54}{space 4}-.0047375{col 67}{space 3} .0009419
{txt}CENSUS1990~c {c |}{col 14}{res}{space 2}-.0052709{col 26}{space 2} .0025067{col 37}{space 1}   -2.10{col 46}{space 3}0.038{col 54}{space 4}-.0102372{col 67}{space 3}-.0003047
{txt}mayorcounc~m {c |}{col 14}{res}{space 2} .0168249{col 26}{space 2} .0188293{col 37}{space 1}    0.89{col 46}{space 3}0.373{col 54}{space 4}-.0204793{col 67}{space 3}  .054129
{txt}{space 3}demvs1988 {c |}{col 14}{res}{space 2}-.0196936{col 26}{space 2} .0921627{col 37}{space 1}   -0.21{col 46}{space 3}0.831{col 54}{space 4}-.2022846{col 67}{space 3} .1628973
{txt}{space 12} {c |}
{space 8}year {c |}
{space 7}1991  {c |}{col 14}{res}{space 2} .0115512{col 26}{space 2} .0597073{col 37}{space 1}    0.19{col 46}{space 3}0.847{col 54}{space 4}-.1067397{col 67}{space 3} .1298422
{txt}{space 7}1992  {c |}{col 14}{res}{space 2}-.0379216{col 26}{space 2} .0618058{col 37}{space 1}   -0.61{col 46}{space 3}0.541{col 54}{space 4}  -.16037{col 67}{space 3} .0845268
{txt}{space 7}1993  {c |}{col 14}{res}{space 2}-.0174889{col 26}{space 2} .0557049{col 37}{space 1}   -0.31{col 46}{space 3}0.754{col 54}{space 4}-.1278504{col 67}{space 3} .0928725
{txt}{space 7}1994  {c |}{col 14}{res}{space 2} .0605436{col 26}{space 2} .0508618{col 37}{space 1}    1.19{col 46}{space 3}0.236{col 54}{space 4}-.0402227{col 67}{space 3}   .16131
{txt}{space 7}1995  {c |}{col 14}{res}{space 2} .0178195{col 26}{space 2} .0473649{col 37}{space 1}    0.38{col 46}{space 3}0.707{col 54}{space 4}-.0760189{col 67}{space 3} .1116579
{txt}{space 7}1996  {c |}{col 14}{res}{space 2}-.0242698{col 26}{space 2} .0489011{col 37}{space 1}   -0.50{col 46}{space 3}0.621{col 54}{space 4}-.1211516{col 67}{space 3} .0726121
{txt}{space 7}1997  {c |}{col 14}{res}{space 2} .0085013{col 26}{space 2} .0502487{col 37}{space 1}    0.17{col 46}{space 3}0.866{col 54}{space 4}-.0910504{col 67}{space 3}  .108053
{txt}{space 7}1998  {c |}{col 14}{res}{space 2} .0606758{col 26}{space 2} .0614263{col 37}{space 1}    0.99{col 46}{space 3}0.325{col 54}{space 4}-.0610208{col 67}{space 3} .1823724
{txt}{space 7}1999  {c |}{col 14}{res}{space 2} .0790076{col 26}{space 2} .0602559{col 37}{space 1}    1.31{col 46}{space 3}0.192{col 54}{space 4}-.0403703{col 67}{space 3} .1983854
{txt}{space 7}2000  {c |}{col 14}{res}{space 2} .0553859{col 26}{space 2} .0667487{col 37}{space 1}    0.83{col 46}{space 3}0.408{col 54}{space 4}-.0768553{col 67}{space 3} .1876272
{txt}{space 7}2001  {c |}{col 14}{res}{space 2} .0344567{col 26}{space 2} .0520618{col 37}{space 1}    0.66{col 46}{space 3}0.509{col 54}{space 4} -.068687{col 67}{space 3} .1376005
{txt}{space 7}2002  {c |}{col 14}{res}{space 2} .0621868{col 26}{space 2} .0509381{col 37}{space 1}    1.22{col 46}{space 3}0.225{col 54}{space 4}-.0387307{col 67}{space 3} .1631043
{txt}{space 7}2003  {c |}{col 14}{res}{space 2} .0473974{col 26}{space 2} .0476353{col 37}{space 1}    1.00{col 46}{space 3}0.322{col 54}{space 4}-.0469768{col 67}{space 3} .1417715
{txt}{space 7}2004  {c |}{col 14}{res}{space 2}-.0690531{col 26}{space 2} .0587556{col 37}{space 1}   -1.18{col 46}{space 3}0.242{col 54}{space 4}-.1854585{col 67}{space 3} .0473522
{txt}{space 7}2005  {c |}{col 14}{res}{space 2} .0383732{col 26}{space 2} .0537751{col 37}{space 1}    0.71{col 46}{space 3}0.477{col 54}{space 4}-.0681651{col 67}{space 3} .1449114
{txt}{space 7}2006  {c |}{col 14}{res}{space 2} .0409503{col 26}{space 2}  .064309{col 37}{space 1}    0.64{col 46}{space 3}0.526{col 54}{space 4}-.0864573{col 67}{space 3} .1683579
{txt}{space 7}2007  {c |}{col 14}{res}{space 2} .0581056{col 26}{space 2} .0555123{col 37}{space 1}    1.05{col 46}{space 3}0.297{col 54}{space 4}-.0518743{col 67}{space 3} .1680855
{txt}{space 7}2008  {c |}{col 14}{res}{space 2}-.0274836{col 26}{space 2}  .055376{col 37}{space 1}   -0.50{col 46}{space 3}0.621{col 54}{space 4}-.1371933{col 67}{space 3} .0822262
{txt}{space 7}2009  {c |}{col 14}{res}{space 2}-.0378006{col 26}{space 2}  .109294{col 37}{space 1}   -0.35{col 46}{space 3}0.730{col 54}{space 4}-.2543317{col 67}{space 3} .1787304
{txt}{space 7}2010  {c |}{col 14}{res}{space 2} .0493586{col 26}{space 2} .1191312{col 37}{space 1}    0.41{col 46}{space 3}0.679{col 54}{space 4}-.1866618{col 67}{space 3}  .285379
{txt}{space 7}2011  {c |}{col 14}{res}{space 2}-.0832323{col 26}{space 2}  .119681{col 37}{space 1}   -0.70{col 46}{space 3}0.488{col 54}{space 4}-.3203419{col 67}{space 3} .1538774
{txt}{space 12} {c |}
{space 7}_cons {c |}{col 14}{res}{space 2} .3553085{col 26}{space 2} .1916301{col 37}{space 1}    1.85{col 46}{space 3}0.066{col 54}{space 4}-.0243453{col 67}{space 3} .7349623
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Linear regression                                      Number of obs ={res}     338
                                                       {txt}F( 32,   113) ={res}    2.10
                                                       {txt}Prob > F      = {res} 0.0023
                                                       {txt}R-squared     = {res} 0.1518
                                                       {txt}Root MSE      = {res} .12518

{txt}{ralign 78:(Std. Err. adjusted for {res:114} clusters in citystabbr)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}incumbentp~t{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
DIFFusmont~h {c |}{col 14}{res}{space 2} .0111562{col 26}{space 2} .0041057{col 37}{space 1}    2.72{col 46}{space 3}0.008{col 54}{space 4} .0030221{col 67}{space 3} .0192902
{txt}unemploymo~s {c |}{col 14}{res}{space 2} .0126739{col 26}{space 2} .0262487{col 37}{space 1}    0.48{col 46}{space 3}0.630{col 54}{space 4}-.0393295{col 67}{space 3} .0646772
{txt}CENSUS2000~c {c |}{col 14}{res}{space 2} .0069499{col 26}{space 2} .0023193{col 37}{space 1}    3.00{col 46}{space 3}0.003{col 54}{space 4} .0023549{col 67}{space 3} .0115449
{txt}logCENSUS2~p {c |}{col 14}{res}{space 2} .0080026{col 26}{space 2} .0100692{col 37}{space 1}    0.79{col 46}{space 3}0.428{col 54}{space 4}-.0119463{col 67}{space 3} .0279516
{txt}CEN~cpercent {c |}{col 14}{res}{space 2}  .087042{col 26}{space 2} .0515172{col 37}{space 1}    1.69{col 46}{space 3}0.094{col 54}{space 4}-.0150228{col 67}{space 3} .1891068
{txt}CEN~kpercent {c |}{col 14}{res}{space 2} .0054447{col 26}{space 2} .0620709{col 37}{space 1}    0.09{col 46}{space 3}0.930{col 54}{space 4}-.1175289{col 67}{space 3} .1284183
{txt}CENSUS2000~s {c |}{col 14}{res}{space 2}-.3268585{col 26}{space 2} .1782667{col 37}{space 1}   -1.83{col 46}{space 3}0.069{col 54}{space 4}-.6800371{col 67}{space 3}   .02632
{txt}CENSUS2000~e {c |}{col 14}{res}{space 2}-.0018123{col 26}{space 2} .0014355{col 37}{space 1}   -1.26{col 46}{space 3}0.209{col 54}{space 4}-.0046562{col 67}{space 3} .0010316
{txt}CENSUS1990~c {c |}{col 14}{res}{space 2}-.0056706{col 26}{space 2} .0025702{col 37}{space 1}   -2.21{col 46}{space 3}0.029{col 54}{space 4}-.0107626{col 67}{space 3}-.0005786
{txt}mayorcounc~m {c |}{col 14}{res}{space 2}  .020238{col 26}{space 2} .0190507{col 37}{space 1}    1.06{col 46}{space 3}0.290{col 54}{space 4} -.017505{col 67}{space 3} .0579809
{txt}{space 3}demvs1988 {c |}{col 14}{res}{space 2}-.0228456{col 26}{space 2} .0919002{col 37}{space 1}   -0.25{col 46}{space 3}0.804{col 54}{space 4}-.2049164{col 67}{space 3} .1592253
{txt}{space 12} {c |}
{space 8}year {c |}
{space 7}1991  {c |}{col 14}{res}{space 2}  .017653{col 26}{space 2} .0600825{col 37}{space 1}    0.29{col 46}{space 3}0.769{col 54}{space 4}-.1013812{col 67}{space 3} .1366872
{txt}{space 7}1992  {c |}{col 14}{res}{space 2}-.0423087{col 26}{space 2} .0624989{col 37}{space 1}   -0.68{col 46}{space 3}0.500{col 54}{space 4}-.1661304{col 67}{space 3} .0815129
{txt}{space 7}1993  {c |}{col 14}{res}{space 2}-.0207141{col 26}{space 2} .0561277{col 37}{space 1}   -0.37{col 46}{space 3}0.713{col 54}{space 4}-.1319133{col 67}{space 3} .0904851
{txt}{space 7}1994  {c |}{col 14}{res}{space 2} .0606444{col 26}{space 2} .0511501{col 37}{space 1}    1.19{col 46}{space 3}0.238{col 54}{space 4}-.0406931{col 67}{space 3} .1619819
{txt}{space 7}1995  {c |}{col 14}{res}{space 2} .0192135{col 26}{space 2} .0473731{col 37}{space 1}    0.41{col 46}{space 3}0.686{col 54}{space 4}-.0746411{col 67}{space 3} .1130681
{txt}{space 7}1996  {c |}{col 14}{res}{space 2}-.0224195{col 26}{space 2} .0489849{col 37}{space 1}   -0.46{col 46}{space 3}0.648{col 54}{space 4}-.1194674{col 67}{space 3} .0746284
{txt}{space 7}1997  {c |}{col 14}{res}{space 2}  .013835{col 26}{space 2} .0501026{col 37}{space 1}    0.28{col 46}{space 3}0.783{col 54}{space 4}-.0854273{col 67}{space 3} .1130973
{txt}{space 7}1998  {c |}{col 14}{res}{space 2} .0683229{col 26}{space 2} .0632379{col 37}{space 1}    1.08{col 46}{space 3}0.282{col 54}{space 4}-.0569629{col 67}{space 3} .1936087
{txt}{space 7}1999  {c |}{col 14}{res}{space 2} .0856384{col 26}{space 2} .0602485{col 37}{space 1}    1.42{col 46}{space 3}0.158{col 54}{space 4}-.0337248{col 67}{space 3} .2050017
{txt}{space 7}2000  {c |}{col 14}{res}{space 2} .0489869{col 26}{space 2}  .069435{col 37}{space 1}    0.71{col 46}{space 3}0.482{col 54}{space 4}-.0885764{col 67}{space 3} .1865502
{txt}{space 7}2001  {c |}{col 14}{res}{space 2} .0315618{col 26}{space 2} .0522187{col 37}{space 1}    0.60{col 46}{space 3}0.547{col 54}{space 4}-.0718929{col 67}{space 3} .1350166
{txt}{space 7}2002  {c |}{col 14}{res}{space 2}  .062364{col 26}{space 2} .0513069{col 37}{space 1}    1.22{col 46}{space 3}0.227{col 54}{space 4}-.0392843{col 67}{space 3} .1640123
{txt}{space 7}2003  {c |}{col 14}{res}{space 2} .0482085{col 26}{space 2} .0477462{col 37}{space 1}    1.01{col 46}{space 3}0.315{col 54}{space 4}-.0463854{col 67}{space 3} .1428024
{txt}{space 7}2004  {c |}{col 14}{res}{space 2}-.0677084{col 26}{space 2} .0585682{col 37}{space 1}   -1.16{col 46}{space 3}0.250{col 54}{space 4}-.1837426{col 67}{space 3} .0483258
{txt}{space 7}2005  {c |}{col 14}{res}{space 2}  .042194{col 26}{space 2} .0536354{col 37}{space 1}    0.79{col 46}{space 3}0.433{col 54}{space 4}-.0640675{col 67}{space 3} .1484554
{txt}{space 7}2006  {c |}{col 14}{res}{space 2} .0458617{col 26}{space 2} .0646241{col 37}{space 1}    0.71{col 46}{space 3}0.479{col 54}{space 4}-.0821704{col 67}{space 3} .1738937
{txt}{space 7}2007  {c |}{col 14}{res}{space 2} .0702957{col 26}{space 2} .0554187{col 37}{space 1}    1.27{col 46}{space 3}0.207{col 54}{space 4}-.0394988{col 67}{space 3} .1800901
{txt}{space 7}2008  {c |}{col 14}{res}{space 2}-.0275572{col 26}{space 2} .0552565{col 37}{space 1}   -0.50{col 46}{space 3}0.619{col 54}{space 4}-.1370302{col 67}{space 3} .0819158
{txt}{space 7}2009  {c |}{col 14}{res}{space 2}-.0487363{col 26}{space 2} .1110724{col 37}{space 1}   -0.44{col 46}{space 3}0.662{col 54}{space 4}-.2687908{col 67}{space 3} .1713182
{txt}{space 7}2010  {c |}{col 14}{res}{space 2} .0368656{col 26}{space 2} .1211731{col 37}{space 1}    0.30{col 46}{space 3}0.762{col 54}{space 4}-.2032001{col 67}{space 3} .2769313
{txt}{space 7}2011  {c |}{col 14}{res}{space 2}-.0899718{col 26}{space 2} .1201812{col 37}{space 1}   -0.75{col 46}{space 3}0.456{col 54}{space 4}-.3280724{col 67}{space 3} .1481288
{txt}{space 12} {c |}
{space 7}_cons {c |}{col 14}{res}{space 2} .3404901{col 26}{space 2} .1923372{col 37}{space 1}    1.77{col 46}{space 3}0.079{col 54}{space 4}-.0405645{col 67}{space 3} .7215447
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Linear regression                                      Number of obs ={res}     339
                                                       {txt}F( 32,   113) ={res}    1.95
                                                       {txt}Prob > F      = {res} 0.0056
                                                       {txt}R-squared     = {res} 0.1475
                                                       {txt}Root MSE      = {res} .12502

{txt}{ralign 78:(Std. Err. adjusted for {res:114} clusters in citystabbr)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}incumbentp~t{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
DIFFusmont~h {c |}{col 14}{res}{space 2} .0108804{col 26}{space 2} .0040903{col 37}{space 1}    2.66{col 46}{space 3}0.009{col 54}{space 4} .0027768{col 67}{space 3}  .018984
{txt}unemploymo~s {c |}{col 14}{res}{space 2}  .007194{col 26}{space 2} .0258845{col 37}{space 1}    0.28{col 46}{space 3}0.782{col 54}{space 4}-.0440878{col 67}{space 3} .0584758
{txt}CENSUS2000~c {c |}{col 14}{res}{space 2} .0066095{col 26}{space 2} .0023001{col 37}{space 1}    2.87{col 46}{space 3}0.005{col 54}{space 4} .0020527{col 67}{space 3} .0111664
{txt}logCENSUS2~p {c |}{col 14}{res}{space 2} .0080736{col 26}{space 2} .0101594{col 37}{space 1}    0.79{col 46}{space 3}0.428{col 54}{space 4}-.0120541{col 67}{space 3} .0282013
{txt}CEN~cpercent {c |}{col 14}{res}{space 2} .0779741{col 26}{space 2} .0514365{col 37}{space 1}    1.52{col 46}{space 3}0.132{col 54}{space 4}-.0239308{col 67}{space 3} .1798791
{txt}CEN~kpercent {c |}{col 14}{res}{space 2}-.0059265{col 26}{space 2} .0617707{col 37}{space 1}   -0.10{col 46}{space 3}0.924{col 54}{space 4}-.1283054{col 67}{space 3} .1164523
{txt}CENSUS2000~s {c |}{col 14}{res}{space 2}-.3221324{col 26}{space 2} .1729909{col 37}{space 1}   -1.86{col 46}{space 3}0.065{col 54}{space 4}-.6648585{col 67}{space 3} .0205937
{txt}CENSUS2000~e {c |}{col 14}{res}{space 2}-.0018681{col 26}{space 2} .0014334{col 37}{space 1}   -1.30{col 46}{space 3}0.195{col 54}{space 4} -.004708{col 67}{space 3} .0009718
{txt}CENSUS1990~c {c |}{col 14}{res}{space 2}-.0053631{col 26}{space 2} .0025209{col 37}{space 1}   -2.13{col 46}{space 3}0.036{col 54}{space 4}-.0103574{col 67}{space 3}-.0003688
{txt}mayorcounc~m {c |}{col 14}{res}{space 2} .0172258{col 26}{space 2} .0191083{col 37}{space 1}    0.90{col 46}{space 3}0.369{col 54}{space 4}-.0206312{col 67}{space 3} .0550827
{txt}{space 3}demvs1988 {c |}{col 14}{res}{space 2}-.0227057{col 26}{space 2} .0920796{col 37}{space 1}   -0.25{col 46}{space 3}0.806{col 54}{space 4}-.2051319{col 67}{space 3} .1597205
{txt}{space 12} {c |}
{space 8}year {c |}
{space 7}1991  {c |}{col 14}{res}{space 2} .0231909{col 26}{space 2} .0591897{col 37}{space 1}    0.39{col 46}{space 3}0.696{col 54}{space 4}-.0940746{col 67}{space 3} .1404564
{txt}{space 7}1992  {c |}{col 14}{res}{space 2}-.0339075{col 26}{space 2} .0617234{col 37}{space 1}   -0.55{col 46}{space 3}0.584{col 54}{space 4}-.1561927{col 67}{space 3} .0883777
{txt}{space 7}1993  {c |}{col 14}{res}{space 2}-.0154501{col 26}{space 2} .0555247{col 37}{space 1}   -0.28{col 46}{space 3}0.781{col 54}{space 4}-.1254546{col 67}{space 3} .0945544
{txt}{space 7}1994  {c |}{col 14}{res}{space 2} .0615356{col 26}{space 2}  .050807{col 37}{space 1}    1.21{col 46}{space 3}0.228{col 54}{space 4}-.0391222{col 67}{space 3} .1621934
{txt}{space 7}1995  {c |}{col 14}{res}{space 2} .0174305{col 26}{space 2} .0470906{col 37}{space 1}    0.37{col 46}{space 3}0.712{col 54}{space 4}-.0758645{col 67}{space 3} .1107256
{txt}{space 7}1996  {c |}{col 14}{res}{space 2}-.0250288{col 26}{space 2} .0486931{col 37}{space 1}   -0.51{col 46}{space 3}0.608{col 54}{space 4}-.1214985{col 67}{space 3} .0714409
{txt}{space 7}1997  {c |}{col 14}{res}{space 2} .0072038{col 26}{space 2} .0503116{col 37}{space 1}    0.14{col 46}{space 3}0.886{col 54}{space 4}-.0924725{col 67}{space 3} .1068802
{txt}{space 7}1998  {c |}{col 14}{res}{space 2} .0574274{col 26}{space 2} .0614062{col 37}{space 1}    0.94{col 46}{space 3}0.352{col 54}{space 4}-.0642293{col 67}{space 3} .1790841
{txt}{space 7}1999  {c |}{col 14}{res}{space 2} .0755172{col 26}{space 2} .0602803{col 37}{space 1}    1.25{col 46}{space 3}0.213{col 54}{space 4} -.043909{col 67}{space 3} .1949435
{txt}{space 7}2000  {c |}{col 14}{res}{space 2} .0513402{col 26}{space 2} .0666639{col 37}{space 1}    0.77{col 46}{space 3}0.443{col 54}{space 4} -.080733{col 67}{space 3} .1834135
{txt}{space 7}2001  {c |}{col 14}{res}{space 2} .0331667{col 26}{space 2} .0518277{col 37}{space 1}    0.64{col 46}{space 3}0.524{col 54}{space 4}-.0695133{col 67}{space 3} .1358467
{txt}{space 7}2002  {c |}{col 14}{res}{space 2}  .062124{col 26}{space 2} .0507737{col 37}{space 1}    1.22{col 46}{space 3}0.224{col 54}{space 4}-.0384679{col 67}{space 3} .1627159
{txt}{space 7}2003  {c |}{col 14}{res}{space 2} .0476664{col 26}{space 2}  .047423{col 37}{space 1}    1.01{col 46}{space 3}0.317{col 54}{space 4} -.046287{col 67}{space 3} .1416199
{txt}{space 7}2004  {c |}{col 14}{res}{space 2}-.0696337{col 26}{space 2} .0585174{col 37}{space 1}   -1.19{col 46}{space 3}0.237{col 54}{space 4}-.1855672{col 67}{space 3} .0462999
{txt}{space 7}2005  {c |}{col 14}{res}{space 2} .0459111{col 26}{space 2} .0535658{col 37}{space 1}    0.86{col 46}{space 3}0.393{col 54}{space 4}-.0602124{col 67}{space 3} .1520347
{txt}{space 7}2006  {c |}{col 14}{res}{space 2} .0383035{col 26}{space 2} .0641776{col 37}{space 1}    0.60{col 46}{space 3}0.552{col 54}{space 4}-.0888438{col 67}{space 3} .1654508
{txt}{space 7}2007  {c |}{col 14}{res}{space 2} .0627457{col 26}{space 2} .0552306{col 37}{space 1}    1.14{col 46}{space 3}0.258{col 54}{space 4}-.0466761{col 67}{space 3} .1721675
{txt}{space 7}2008  {c |}{col 14}{res}{space 2}-.0261105{col 26}{space 2} .0552202{col 37}{space 1}   -0.47{col 46}{space 3}0.637{col 54}{space 4}-.1355116{col 67}{space 3} .0832906
{txt}{space 7}2009  {c |}{col 14}{res}{space 2} -.029554{col 26}{space 2} .1093855{col 37}{space 1}   -0.27{col 46}{space 3}0.788{col 54}{space 4}-.2462664{col 67}{space 3} .1871584
{txt}{space 7}2010  {c |}{col 14}{res}{space 2}  .057501{col 26}{space 2}  .119307{col 37}{space 1}    0.48{col 46}{space 3}0.631{col 54}{space 4}-.1788676{col 67}{space 3} .2938697
{txt}{space 7}2011  {c |}{col 14}{res}{space 2}-.0766547{col 26}{space 2} .1196158{col 37}{space 1}   -0.64{col 46}{space 3}0.523{col 54}{space 4}-.3136351{col 67}{space 3} .1603257
{txt}{space 12} {c |}
{space 7}_cons {c |}{col 14}{res}{space 2} .3821865{col 26}{space 2} .1917088{col 37}{space 1}    1.99{col 46}{space 3}0.049{col 54}{space 4} .0023767{col 67}{space 3} .7619962
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Linear regression                                      Number of obs ={res}     338
                                                       {txt}F( 32,   113) ={res}    2.00
                                                       {txt}Prob > F      = {res} 0.0041
                                                       {txt}R-squared     = {res} 0.1508
                                                       {txt}Root MSE      = {res} .12528

{txt}{ralign 78:(Std. Err. adjusted for {res:114} clusters in citystabbr)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}incumbentp~t{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
DIFFusmont~h {c |}{col 14}{res}{space 2} .0113412{col 26}{space 2} .0040777{col 37}{space 1}    2.78{col 46}{space 3}0.006{col 54}{space 4} .0032625{col 67}{space 3} .0194199
{txt}unemploymo~s {c |}{col 14}{res}{space 2} .0066049{col 26}{space 2} .0258552{col 37}{space 1}    0.26{col 46}{space 3}0.799{col 54}{space 4} -.044619{col 67}{space 3} .0578287
{txt}CENSUS2000~c {c |}{col 14}{res}{space 2} .0067291{col 26}{space 2} .0022973{col 37}{space 1}    2.93{col 46}{space 3}0.004{col 54}{space 4} .0021776{col 67}{space 3} .0112805
{txt}logCENSUS2~p {c |}{col 14}{res}{space 2}  .007918{col 26}{space 2} .0100115{col 37}{space 1}    0.79{col 46}{space 3}0.431{col 54}{space 4}-.0119166{col 67}{space 3} .0277526
{txt}CEN~cpercent {c |}{col 14}{res}{space 2}  .089254{col 26}{space 2} .0515172{col 37}{space 1}    1.73{col 46}{space 3}0.086{col 54}{space 4} -.012811{col 67}{space 3} .1913189
{txt}CEN~kpercent {c |}{col 14}{res}{space 2} -.005266{col 26}{space 2} .0621203{col 37}{space 1}   -0.08{col 46}{space 3}0.933{col 54}{space 4}-.1283376{col 67}{space 3} .1178055
{txt}CENSUS2000~s {c |}{col 14}{res}{space 2}-.3033434{col 26}{space 2} .1733837{col 37}{space 1}   -1.75{col 46}{space 3}0.083{col 54}{space 4}-.6468479{col 67}{space 3}  .040161
{txt}CENSUS2000~e {c |}{col 14}{res}{space 2}-.0018395{col 26}{space 2}  .001435{col 37}{space 1}   -1.28{col 46}{space 3}0.203{col 54}{space 4}-.0046826{col 67}{space 3} .0010036
{txt}CENSUS1990~c {c |}{col 14}{res}{space 2}-.0056738{col 26}{space 2} .0025477{col 37}{space 1}   -2.23{col 46}{space 3}0.028{col 54}{space 4}-.0107213{col 67}{space 3}-.0006263
{txt}mayorcounc~m {c |}{col 14}{res}{space 2} .0199625{col 26}{space 2}  .019118{col 37}{space 1}    1.04{col 46}{space 3}0.299{col 54}{space 4}-.0179136{col 67}{space 3} .0578386
{txt}{space 3}demvs1988 {c |}{col 14}{res}{space 2}-.0265599{col 26}{space 2} .0910581{col 37}{space 1}   -0.29{col 46}{space 3}0.771{col 54}{space 4}-.2069625{col 67}{space 3} .1538427
{txt}{space 12} {c |}
{space 8}year {c |}
{space 7}1991  {c |}{col 14}{res}{space 2} .0232379{col 26}{space 2} .0592313{col 37}{space 1}    0.39{col 46}{space 3}0.696{col 54}{space 4}-.0941099{col 67}{space 3} .1405858
{txt}{space 7}1992  {c |}{col 14}{res}{space 2}-.0327762{col 26}{space 2} .0615798{col 37}{space 1}   -0.53{col 46}{space 3}0.596{col 54}{space 4}-.1547768{col 67}{space 3} .0892244
{txt}{space 7}1993  {c |}{col 14}{res}{space 2}-.0162187{col 26}{space 2} .0555671{col 37}{space 1}   -0.29{col 46}{space 3}0.771{col 54}{space 4}-.1263072{col 67}{space 3} .0938698
{txt}{space 7}1994  {c |}{col 14}{res}{space 2} .0628661{col 26}{space 2} .0508542{col 37}{space 1}    1.24{col 46}{space 3}0.219{col 54}{space 4}-.0378851{col 67}{space 3} .1636174
{txt}{space 7}1995  {c |}{col 14}{res}{space 2} .0196766{col 26}{space 2} .0473182{col 37}{space 1}    0.42{col 46}{space 3}0.678{col 54}{space 4}-.0740694{col 67}{space 3} .1134225
{txt}{space 7}1996  {c |}{col 14}{res}{space 2} -.024218{col 26}{space 2}  .048656{col 37}{space 1}   -0.50{col 46}{space 3}0.620{col 54}{space 4}-.1206143{col 67}{space 3} .0721782
{txt}{space 7}1997  {c |}{col 14}{res}{space 2}  .005651{col 26}{space 2}  .050051{col 37}{space 1}    0.11{col 46}{space 3}0.910{col 54}{space 4} -.093509{col 67}{space 3}  .104811
{txt}{space 7}1998  {c |}{col 14}{res}{space 2} .0566564{col 26}{space 2}  .061415{col 37}{space 1}    0.92{col 46}{space 3}0.358{col 54}{space 4}-.0650179{col 67}{space 3} .1783306
{txt}{space 7}1999  {c |}{col 14}{res}{space 2} .0742498{col 26}{space 2} .0601203{col 37}{space 1}    1.24{col 46}{space 3}0.219{col 54}{space 4}-.0448594{col 67}{space 3}  .193359
{txt}{space 7}2000  {c |}{col 14}{res}{space 2} .0503336{col 26}{space 2} .0667141{col 37}{space 1}    0.75{col 46}{space 3}0.452{col 54}{space 4}-.0818391{col 67}{space 3} .1825063
{txt}{space 7}2001  {c |}{col 14}{res}{space 2} .0328201{col 26}{space 2} .0518352{col 37}{space 1}    0.63{col 46}{space 3}0.528{col 54}{space 4}-.0698747{col 67}{space 3}  .135515
{txt}{space 7}2002  {c |}{col 14}{res}{space 2} .0630713{col 26}{space 2} .0507263{col 37}{space 1}    1.24{col 46}{space 3}0.216{col 54}{space 4}-.0374268{col 67}{space 3} .1635693
{txt}{space 7}2003  {c |}{col 14}{res}{space 2} .0562895{col 26}{space 2} .0473945{col 37}{space 1}    1.19{col 46}{space 3}0.237{col 54}{space 4}-.0376076{col 67}{space 3} .1501866
{txt}{space 7}2004  {c |}{col 14}{res}{space 2}-.0701795{col 26}{space 2} .0583382{col 37}{space 1}   -1.20{col 46}{space 3}0.231{col 54}{space 4}-.1857581{col 67}{space 3}  .045399
{txt}{space 7}2005  {c |}{col 14}{res}{space 2} .0365161{col 26}{space 2} .0535411{col 37}{space 1}    0.68{col 46}{space 3}0.497{col 54}{space 4}-.0695585{col 67}{space 3} .1425906
{txt}{space 7}2006  {c |}{col 14}{res}{space 2} .0373824{col 26}{space 2} .0642547{col 37}{space 1}    0.58{col 46}{space 3}0.562{col 54}{space 4}-.0899177{col 67}{space 3} .1646826
{txt}{space 7}2007  {c |}{col 14}{res}{space 2} .0586226{col 26}{space 2} .0555423{col 37}{space 1}    1.06{col 46}{space 3}0.293{col 54}{space 4}-.0514167{col 67}{space 3}  .168662
{txt}{space 7}2008  {c |}{col 14}{res}{space 2}-.0263408{col 26}{space 2} .0551423{col 37}{space 1}   -0.48{col 46}{space 3}0.634{col 54}{space 4}-.1355876{col 67}{space 3}  .082906
{txt}{space 7}2009  {c |}{col 14}{res}{space 2}-.0267013{col 26}{space 2} .1096825{col 37}{space 1}   -0.24{col 46}{space 3}0.808{col 54}{space 4}-.2440021{col 67}{space 3} .1905996
{txt}{space 7}2010  {c |}{col 14}{res}{space 2} .0606048{col 26}{space 2} .1194073{col 37}{space 1}    0.51{col 46}{space 3}0.613{col 54}{space 4}-.1759625{col 67}{space 3} .2971722
{txt}{space 7}2011  {c |}{col 14}{res}{space 2}-.0750135{col 26}{space 2} .1194949{col 37}{space 1}   -0.63{col 46}{space 3}0.531{col 54}{space 4}-.3117545{col 67}{space 3} .1617275
{txt}{space 12} {c |}
{space 7}_cons {c |}{col 14}{res}{space 2} .3866476{col 26}{space 2} .1906346{col 37}{space 1}    2.03{col 46}{space 3}0.045{col 54}{space 4}  .008966{col 67}{space 3} .7643291
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Linear regression                                      Number of obs ={res}     337
                                                       {txt}F( 32,   113) ={res}    2.00
                                                       {txt}Prob > F      = {res} 0.0041
                                                       {txt}R-squared     = {res} 0.1523
                                                       {txt}Root MSE      = {res} .12541

{txt}{ralign 78:(Std. Err. adjusted for {res:114} clusters in citystabbr)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}incumbentp~t{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
DIFFusmont~h {c |}{col 14}{res}{space 2} .0108129{col 26}{space 2} .0041314{col 37}{space 1}    2.62{col 46}{space 3}0.010{col 54}{space 4} .0026278{col 67}{space 3} .0189979
{txt}unemploymo~s {c |}{col 14}{res}{space 2} .0111587{col 26}{space 2} .0256786{col 37}{space 1}    0.43{col 46}{space 3}0.665{col 54}{space 4}-.0397153{col 67}{space 3} .0620328
{txt}CENSUS2000~c {c |}{col 14}{res}{space 2}  .006639{col 26}{space 2} .0022936{col 37}{space 1}    2.89{col 46}{space 3}0.005{col 54}{space 4} .0020949{col 67}{space 3}  .011183
{txt}logCENSUS2~p {c |}{col 14}{res}{space 2} .0085304{col 26}{space 2} .0102172{col 37}{space 1}    0.83{col 46}{space 3}0.406{col 54}{space 4}-.0117118{col 67}{space 3} .0287725
{txt}CEN~cpercent {c |}{col 14}{res}{space 2} .0816806{col 26}{space 2} .0526533{col 37}{space 1}    1.55{col 46}{space 3}0.124{col 54}{space 4}-.0226351{col 67}{space 3} .1859963
{txt}CEN~kpercent {c |}{col 14}{res}{space 2}-.0070296{col 26}{space 2} .0638128{col 37}{space 1}   -0.11{col 46}{space 3}0.912{col 54}{space 4}-.1334542{col 67}{space 3} .1193951
{txt}CENSUS2000~s {c |}{col 14}{res}{space 2}-.2948326{col 26}{space 2} .1750002{col 37}{space 1}   -1.68{col 46}{space 3}0.095{col 54}{space 4}-.6415395{col 67}{space 3} .0518744
{txt}CENSUS2000~e {c |}{col 14}{res}{space 2}-.0018241{col 26}{space 2} .0014367{col 37}{space 1}   -1.27{col 46}{space 3}0.207{col 54}{space 4}-.0046703{col 67}{space 3} .0010222
{txt}CENSUS1990~c {c |}{col 14}{res}{space 2}-.0055983{col 26}{space 2} .0025585{col 37}{space 1}   -2.19{col 46}{space 3}0.031{col 54}{space 4}-.0106673{col 67}{space 3}-.0005294
{txt}mayorcounc~m {c |}{col 14}{res}{space 2} .0204857{col 26}{space 2} .0192105{col 37}{space 1}    1.07{col 46}{space 3}0.289{col 54}{space 4}-.0175738{col 67}{space 3} .0585451
{txt}{space 3}demvs1988 {c |}{col 14}{res}{space 2}-.0364449{col 26}{space 2}   .09216{col 37}{space 1}   -0.40{col 46}{space 3}0.693{col 54}{space 4}-.2190304{col 67}{space 3} .1461407
{txt}{space 12} {c |}
{space 8}year {c |}
{space 7}1991  {c |}{col 14}{res}{space 2} .0282943{col 26}{space 2} .0616404{col 37}{space 1}    0.46{col 46}{space 3}0.647{col 54}{space 4}-.0938265{col 67}{space 3}  .150415
{txt}{space 7}1992  {c |}{col 14}{res}{space 2}-.0297424{col 26}{space 2} .0626105{col 37}{space 1}   -0.48{col 46}{space 3}0.636{col 54}{space 4}-.1537852{col 67}{space 3} .0943003
{txt}{space 7}1993  {c |}{col 14}{res}{space 2}-.0102826{col 26}{space 2} .0584066{col 37}{space 1}   -0.18{col 46}{space 3}0.861{col 54}{space 4}-.1259965{col 67}{space 3} .1054314
{txt}{space 7}1994  {c |}{col 14}{res}{space 2} .0767787{col 26}{space 2} .0543865{col 37}{space 1}    1.41{col 46}{space 3}0.161{col 54}{space 4}-.0309709{col 67}{space 3} .1845282
{txt}{space 7}1995  {c |}{col 14}{res}{space 2} .0279207{col 26}{space 2} .0516093{col 37}{space 1}    0.54{col 46}{space 3}0.590{col 54}{space 4}-.0743268{col 67}{space 3} .1301681
{txt}{space 7}1996  {c |}{col 14}{res}{space 2}-.0117647{col 26}{space 2} .0510566{col 37}{space 1}   -0.23{col 46}{space 3}0.818{col 54}{space 4}-.1129169{col 67}{space 3} .0893876
{txt}{space 7}1997  {c |}{col 14}{res}{space 2} .0206338{col 26}{space 2} .0545115{col 37}{space 1}    0.38{col 46}{space 3}0.706{col 54}{space 4}-.0873632{col 67}{space 3} .1286309
{txt}{space 7}1998  {c |}{col 14}{res}{space 2}  .080927{col 26}{space 2} .0632664{col 37}{space 1}    1.28{col 46}{space 3}0.203{col 54}{space 4}-.0444151{col 67}{space 3} .2062692
{txt}{space 7}1999  {c |}{col 14}{res}{space 2} .0919339{col 26}{space 2} .0641983{col 37}{space 1}    1.43{col 46}{space 3}0.155{col 54}{space 4}-.0352545{col 67}{space 3} .2191222
{txt}{space 7}2000  {c |}{col 14}{res}{space 2}  .069756{col 26}{space 2} .0691772{col 37}{space 1}    1.01{col 46}{space 3}0.315{col 54}{space 4}-.0672966{col 67}{space 3} .2068086
{txt}{space 7}2001  {c |}{col 14}{res}{space 2} .0453776{col 26}{space 2} .0558442{col 37}{space 1}    0.81{col 46}{space 3}0.418{col 54}{space 4}-.0652598{col 67}{space 3}  .156015
{txt}{space 7}2002  {c |}{col 14}{res}{space 2} .0734309{col 26}{space 2} .0541036{col 37}{space 1}    1.36{col 46}{space 3}0.177{col 54}{space 4} -.033758{col 67}{space 3} .1806199
{txt}{space 7}2003  {c |}{col 14}{res}{space 2} .0570974{col 26}{space 2} .0517269{col 37}{space 1}    1.10{col 46}{space 3}0.272{col 54}{space 4} -.045383{col 67}{space 3} .1595778
{txt}{space 7}2004  {c |}{col 14}{res}{space 2}-.0589273{col 26}{space 2} .0621743{col 37}{space 1}   -0.95{col 46}{space 3}0.345{col 54}{space 4}-.1821059{col 67}{space 3} .0642513
{txt}{space 7}2005  {c |}{col 14}{res}{space 2} .0503503{col 26}{space 2} .0576922{col 37}{space 1}    0.87{col 46}{space 3}0.385{col 54}{space 4}-.0639483{col 67}{space 3} .1646489
{txt}{space 7}2006  {c |}{col 14}{res}{space 2} .0627902{col 26}{space 2} .0658075{col 37}{space 1}    0.95{col 46}{space 3}0.342{col 54}{space 4}-.0675864{col 67}{space 3} .1931668
{txt}{space 7}2007  {c |}{col 14}{res}{space 2} .0769916{col 26}{space 2} .0597008{col 37}{space 1}    1.29{col 46}{space 3}0.200{col 54}{space 4}-.0412864{col 67}{space 3} .1952696
{txt}{space 7}2008  {c |}{col 14}{res}{space 2}-.0178909{col 26}{space 2} .0586122{col 37}{space 1}   -0.31{col 46}{space 3}0.761{col 54}{space 4}-.1340123{col 67}{space 3} .0982305
{txt}{space 7}2009  {c |}{col 14}{res}{space 2}-.0340639{col 26}{space 2} .1097028{col 37}{space 1}   -0.31{col 46}{space 3}0.757{col 54}{space 4} -.251405{col 67}{space 3} .1832772
{txt}{space 7}2010  {c |}{col 14}{res}{space 2} .0530278{col 26}{space 2} .1182778{col 37}{space 1}    0.45{col 46}{space 3}0.655{col 54}{space 4}-.1813019{col 67}{space 3} .2873574
{txt}{space 7}2011  {c |}{col 14}{res}{space 2}-.0781107{col 26}{space 2}   .12087{col 37}{space 1}   -0.65{col 46}{space 3}0.519{col 54}{space 4}-.3175759{col 67}{space 3} .1613544
{txt}{space 12} {c |}
{space 7}_cons {c |}{col 14}{res}{space 2} .3479907{col 26}{space 2} .1922253{col 37}{space 1}    1.81{col 46}{space 3}0.073{col 54}{space 4}-.0328422{col 67}{space 3} .7288237
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Linear regression                                      Number of obs ={res}     335
                                                       {txt}F( 32,   113) ={res}    1.98
                                                       {txt}Prob > F      = {res} 0.0046
                                                       {txt}R-squared     = {res} 0.1479
                                                       {txt}Root MSE      = {res} .12589

{txt}{ralign 78:(Std. Err. adjusted for {res:114} clusters in citystabbr)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}incumbentp~t{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
DIFFusmont~h {c |}{col 14}{res}{space 2} .0104755{col 26}{space 2} .0041636{col 37}{space 1}    2.52{col 46}{space 3}0.013{col 54}{space 4} .0022267{col 67}{space 3} .0187243
{txt}unemploymo~s {c |}{col 14}{res}{space 2} .0085286{col 26}{space 2} .0262651{col 37}{space 1}    0.32{col 46}{space 3}0.746{col 54}{space 4}-.0435073{col 67}{space 3} .0605644
{txt}CENSUS2000~c {c |}{col 14}{res}{space 2} .0066269{col 26}{space 2} .0027641{col 37}{space 1}    2.40{col 46}{space 3}0.018{col 54}{space 4} .0011508{col 67}{space 3}  .012103
{txt}logCENSUS2~p {c |}{col 14}{res}{space 2} .0078453{col 26}{space 2} .0101395{col 37}{space 1}    0.77{col 46}{space 3}0.441{col 54}{space 4} -.012243{col 67}{space 3} .0279335
{txt}CEN~cpercent {c |}{col 14}{res}{space 2} .0851993{col 26}{space 2} .0544635{col 37}{space 1}    1.56{col 46}{space 3}0.121{col 54}{space 4}-.0227026{col 67}{space 3} .1931013
{txt}CEN~kpercent {c |}{col 14}{res}{space 2}-.0006989{col 26}{space 2} .0666637{col 37}{space 1}   -0.01{col 46}{space 3}0.992{col 54}{space 4}-.1327717{col 67}{space 3} .1313739
{txt}CENSUS2000~s {c |}{col 14}{res}{space 2}-.2893756{col 26}{space 2} .1834917{col 37}{space 1}   -1.58{col 46}{space 3}0.118{col 54}{space 4}-.6529058{col 67}{space 3} .0741545
{txt}CENSUS2000~e {c |}{col 14}{res}{space 2}-.0017912{col 26}{space 2} .0014434{col 37}{space 1}   -1.24{col 46}{space 3}0.217{col 54}{space 4}-.0046508{col 67}{space 3} .0010683
{txt}CENSUS1990~c {c |}{col 14}{res}{space 2}-.0054744{col 26}{space 2} .0033016{col 37}{space 1}   -1.66{col 46}{space 3}0.100{col 54}{space 4}-.0120155{col 67}{space 3} .0010666
{txt}mayorcounc~m {c |}{col 14}{res}{space 2} .0190239{col 26}{space 2} .0192208{col 37}{space 1}    0.99{col 46}{space 3}0.324{col 54}{space 4} -.019056{col 67}{space 3} .0571038
{txt}{space 3}demvs1988 {c |}{col 14}{res}{space 2}-.0337554{col 26}{space 2} .0915266{col 37}{space 1}   -0.37{col 46}{space 3}0.713{col 54}{space 4} -.215086{col 67}{space 3} .1475752
{txt}{space 12} {c |}
{space 8}year {c |}
{space 7}1991  {c |}{col 14}{res}{space 2} .0217306{col 26}{space 2}  .060234{col 37}{space 1}    0.36{col 46}{space 3}0.719{col 54}{space 4}-.0976037{col 67}{space 3}  .141065
{txt}{space 7}1992  {c |}{col 14}{res}{space 2}-.0354306{col 26}{space 2}  .062255{col 37}{space 1}   -0.57{col 46}{space 3}0.570{col 54}{space 4} -.158769{col 67}{space 3} .0879079
{txt}{space 7}1993  {c |}{col 14}{res}{space 2}-.0175044{col 26}{space 2} .0566189{col 37}{space 1}   -0.31{col 46}{space 3}0.758{col 54}{space 4}-.1296767{col 67}{space 3} .0946679
{txt}{space 7}1994  {c |}{col 14}{res}{space 2} .0605695{col 26}{space 2} .0509373{col 37}{space 1}    1.19{col 46}{space 3}0.237{col 54}{space 4}-.0403464{col 67}{space 3} .1614854
{txt}{space 7}1995  {c |}{col 14}{res}{space 2} .0178777{col 26}{space 2} .0473858{col 37}{space 1}    0.38{col 46}{space 3}0.707{col 54}{space 4}-.0760021{col 67}{space 3} .1117574
{txt}{space 7}1996  {c |}{col 14}{res}{space 2}-.0236309{col 26}{space 2}  .048994{col 37}{space 1}   -0.48{col 46}{space 3}0.631{col 54}{space 4}-.1206969{col 67}{space 3} .0734351
{txt}{space 7}1997  {c |}{col 14}{res}{space 2} .0017942{col 26}{space 2} .0500849{col 37}{space 1}    0.04{col 46}{space 3}0.971{col 54}{space 4} -.097433{col 67}{space 3} .1010215
{txt}{space 7}1998  {c |}{col 14}{res}{space 2} .0599238{col 26}{space 2} .0617245{col 37}{space 1}    0.97{col 46}{space 3}0.334{col 54}{space 4}-.0623634{col 67}{space 3} .1822111
{txt}{space 7}1999  {c |}{col 14}{res}{space 2} .0792476{col 26}{space 2} .0606355{col 37}{space 1}    1.31{col 46}{space 3}0.194{col 54}{space 4}-.0408822{col 67}{space 3} .1993774
{txt}{space 7}2000  {c |}{col 14}{res}{space 2} .0541264{col 26}{space 2} .0671134{col 37}{space 1}    0.81{col 46}{space 3}0.422{col 54}{space 4}-.0788373{col 67}{space 3} .1870902
{txt}{space 7}2001  {c |}{col 14}{res}{space 2} .0312338{col 26}{space 2} .0528067{col 37}{space 1}    0.59{col 46}{space 3}0.555{col 54}{space 4}-.0733857{col 67}{space 3} .1358534
{txt}{space 7}2002  {c |}{col 14}{res}{space 2} .0620634{col 26}{space 2}  .051305{col 37}{space 1}    1.21{col 46}{space 3}0.229{col 54}{space 4}-.0395811{col 67}{space 3} .1637078
{txt}{space 7}2003  {c |}{col 14}{res}{space 2} .0504735{col 26}{space 2} .0480689{col 37}{space 1}    1.05{col 46}{space 3}0.296{col 54}{space 4}-.0447597{col 67}{space 3} .1457068
{txt}{space 7}2004  {c |}{col 14}{res}{space 2} -.069542{col 26}{space 2} .0584468{col 37}{space 1}   -1.19{col 46}{space 3}0.237{col 54}{space 4}-.1853356{col 67}{space 3} .0462517
{txt}{space 7}2005  {c |}{col 14}{res}{space 2} .0375086{col 26}{space 2} .0542725{col 37}{space 1}    0.69{col 46}{space 3}0.491{col 54}{space 4}-.0700149{col 67}{space 3} .1450322
{txt}{space 7}2006  {c |}{col 14}{res}{space 2} .0400702{col 26}{space 2} .0647238{col 37}{space 1}    0.62{col 46}{space 3}0.537{col 54}{space 4}-.0881593{col 67}{space 3} .1682997
{txt}{space 7}2007  {c |}{col 14}{res}{space 2} .0646835{col 26}{space 2} .0556058{col 37}{space 1}    1.16{col 46}{space 3}0.247{col 54}{space 4}-.0454817{col 67}{space 3} .1748486
{txt}{space 7}2008  {c |}{col 14}{res}{space 2}-.0269773{col 26}{space 2} .0550109{col 37}{space 1}   -0.49{col 46}{space 3}0.625{col 54}{space 4}-.1359639{col 67}{space 3} .0820093
{txt}{space 7}2009  {c |}{col 14}{res}{space 2}-.0269298{col 26}{space 2} .1108195{col 37}{space 1}   -0.24{col 46}{space 3}0.808{col 54}{space 4}-.2464832{col 67}{space 3} .1926235
{txt}{space 7}2010  {c |}{col 14}{res}{space 2} .0525674{col 26}{space 2} .1207707{col 37}{space 1}    0.44{col 46}{space 3}0.664{col 54}{space 4}-.1867012{col 67}{space 3}  .291836
{txt}{space 7}2011  {c |}{col 14}{res}{space 2}-.0788138{col 26}{space 2} .1202143{col 37}{space 1}   -0.66{col 46}{space 3}0.513{col 54}{space 4}  -.31698{col 67}{space 3} .1593524
{txt}{space 12} {c |}
{space 7}_cons {c |}{col 14}{res}{space 2} .3748726{col 26}{space 2} .1954246{col 37}{space 1}    1.92{col 46}{space 3}0.058{col 54}{space 4}-.0122987{col 67}{space 3} .7620439
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Linear regression                                      Number of obs ={res}     338
                                                       {txt}F( 32,   113) ={res}    1.96
                                                       {txt}Prob > F      = {res} 0.0054
                                                       {txt}R-squared     = {res} 0.1509
                                                       {txt}Root MSE      = {res} .12509

{txt}{ralign 78:(Std. Err. adjusted for {res:114} clusters in citystabbr)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}incumbentp~t{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
DIFFusmont~h {c |}{col 14}{res}{space 2} .0110419{col 26}{space 2} .0040789{col 37}{space 1}    2.71{col 46}{space 3}0.008{col 54}{space 4} .0029609{col 67}{space 3}  .019123
{txt}unemploymo~s {c |}{col 14}{res}{space 2} .0089087{col 26}{space 2} .0259207{col 37}{space 1}    0.34{col 46}{space 3}0.732{col 54}{space 4} -.042445{col 67}{space 3} .0602623
{txt}CENSUS2000~c {c |}{col 14}{res}{space 2} .0068159{col 26}{space 2}  .002282{col 37}{space 1}    2.99{col 46}{space 3}0.003{col 54}{space 4} .0022948{col 67}{space 3}  .011337
{txt}logCENSUS2~p {c |}{col 14}{res}{space 2} .0098765{col 26}{space 2} .0100641{col 37}{space 1}    0.98{col 46}{space 3}0.329{col 54}{space 4}-.0100622{col 67}{space 3} .0298153
{txt}CEN~cpercent {c |}{col 14}{res}{space 2} .0761952{col 26}{space 2} .0504274{col 37}{space 1}    1.51{col 46}{space 3}0.134{col 54}{space 4}-.0237106{col 67}{space 3} .1761009
{txt}CEN~kpercent {c |}{col 14}{res}{space 2}-.0033375{col 26}{space 2} .0617734{col 37}{space 1}   -0.05{col 46}{space 3}0.957{col 54}{space 4}-.1257218{col 67}{space 3} .1190468
{txt}CENSUS2000~s {c |}{col 14}{res}{space 2}-.3210039{col 26}{space 2} .1726229{col 37}{space 1}   -1.86{col 46}{space 3}0.066{col 54}{space 4} -.663001{col 67}{space 3} .0209932
{txt}CENSUS2000~e {c |}{col 14}{res}{space 2}-.0019054{col 26}{space 2} .0014291{col 37}{space 1}   -1.33{col 46}{space 3}0.185{col 54}{space 4}-.0047367{col 67}{space 3} .0009258
{txt}CENSUS1990~c {c |}{col 14}{res}{space 2}-.0055309{col 26}{space 2} .0025071{col 37}{space 1}   -2.21{col 46}{space 3}0.029{col 54}{space 4} -.010498{col 67}{space 3}-.0005638
{txt}mayorcounc~m {c |}{col 14}{res}{space 2} .0172018{col 26}{space 2} .0191851{col 37}{space 1}    0.90{col 46}{space 3}0.372{col 54}{space 4}-.0208074{col 67}{space 3}  .055211
{txt}{space 3}demvs1988 {c |}{col 14}{res}{space 2}-.0379886{col 26}{space 2} .0920162{col 37}{space 1}   -0.41{col 46}{space 3}0.681{col 54}{space 4}-.2202894{col 67}{space 3} .1443122
{txt}{space 12} {c |}
{space 8}year {c |}
{space 7}1991  {c |}{col 14}{res}{space 2} .0196144{col 26}{space 2}  .059406{col 37}{space 1}    0.33{col 46}{space 3}0.742{col 54}{space 4}-.0980797{col 67}{space 3} .1373085
{txt}{space 7}1992  {c |}{col 14}{res}{space 2}-.0223239{col 26}{space 2}   .06279{col 37}{space 1}   -0.36{col 46}{space 3}0.723{col 54}{space 4}-.1467222{col 67}{space 3} .1020743
{txt}{space 7}1993  {c |}{col 14}{res}{space 2}-.0181954{col 26}{space 2} .0556421{col 37}{space 1}   -0.33{col 46}{space 3}0.744{col 54}{space 4}-.1284324{col 67}{space 3} .0920416
{txt}{space 7}1994  {c |}{col 14}{res}{space 2} .0607542{col 26}{space 2}  .050733{col 37}{space 1}    1.20{col 46}{space 3}0.234{col 54}{space 4} -.039757{col 67}{space 3} .1612653
{txt}{space 7}1995  {c |}{col 14}{res}{space 2} .0168273{col 26}{space 2}  .047262{col 37}{space 1}    0.36{col 46}{space 3}0.722{col 54}{space 4}-.0768072{col 67}{space 3} .1104618
{txt}{space 7}1996  {c |}{col 14}{res}{space 2}-.0246073{col 26}{space 2} .0488228{col 37}{space 1}   -0.50{col 46}{space 3}0.615{col 54}{space 4}-.1213341{col 67}{space 3} .0721196
{txt}{space 7}1997  {c |}{col 14}{res}{space 2} .0070115{col 26}{space 2} .0503628{col 37}{space 1}    0.14{col 46}{space 3}0.890{col 54}{space 4}-.0927664{col 67}{space 3} .1067893
{txt}{space 7}1998  {c |}{col 14}{res}{space 2} .0597099{col 26}{space 2} .0615107{col 37}{space 1}    0.97{col 46}{space 3}0.334{col 54}{space 4}-.0621539{col 67}{space 3} .1815738
{txt}{space 7}1999  {c |}{col 14}{res}{space 2} .0769435{col 26}{space 2} .0603243{col 37}{space 1}    1.28{col 46}{space 3}0.205{col 54}{space 4}-.0425698{col 67}{space 3} .1964568
{txt}{space 7}2000  {c |}{col 14}{res}{space 2} .0690475{col 26}{space 2} .0661008{col 37}{space 1}    1.04{col 46}{space 3}0.298{col 54}{space 4}-.0619101{col 67}{space 3} .2000052
{txt}{space 7}2001  {c |}{col 14}{res}{space 2} .0334242{col 26}{space 2} .0521376{col 37}{space 1}    0.64{col 46}{space 3}0.523{col 54}{space 4}-.0698699{col 67}{space 3} .1367182
{txt}{space 7}2002  {c |}{col 14}{res}{space 2} .0620311{col 26}{space 2} .0507997{col 37}{space 1}    1.22{col 46}{space 3}0.225{col 54}{space 4}-.0386123{col 67}{space 3} .1626745
{txt}{space 7}2003  {c |}{col 14}{res}{space 2}  .045945{col 26}{space 2} .0475765{col 37}{space 1}    0.97{col 46}{space 3}0.336{col 54}{space 4}-.0483127{col 67}{space 3} .1402027
{txt}{space 7}2004  {c |}{col 14}{res}{space 2} -.068824{col 26}{space 2} .0613055{col 37}{space 1}   -1.12{col 46}{space 3}0.264{col 54}{space 4}-.1902812{col 67}{space 3} .0526332
{txt}{space 7}2005  {c |}{col 14}{res}{space 2} .0377438{col 26}{space 2} .0537969{col 37}{space 1}    0.70{col 46}{space 3}0.484{col 54}{space 4}-.0688377{col 67}{space 3} .1443252
{txt}{space 7}2006  {c |}{col 14}{res}{space 2} .0393831{col 26}{space 2} .0644075{col 37}{space 1}    0.61{col 46}{space 3}0.542{col 54}{space 4}-.0882198{col 67}{space 3} .1669861
{txt}{space 7}2007  {c |}{col 14}{res}{space 2} .0628944{col 26}{space 2} .0554657{col 37}{space 1}    1.13{col 46}{space 3}0.259{col 54}{space 4}-.0469932{col 67}{space 3}  .172782
{txt}{space 7}2008  {c |}{col 14}{res}{space 2}-.0288076{col 26}{space 2} .0551966{col 37}{space 1}   -0.52{col 46}{space 3}0.603{col 54}{space 4}-.1381621{col 67}{space 3} .0805469
{txt}{space 7}2009  {c |}{col 14}{res}{space 2}-.0365133{col 26}{space 2} .1097095{col 37}{space 1}   -0.33{col 46}{space 3}0.740{col 54}{space 4}-.2538677{col 67}{space 3}  .180841
{txt}{space 7}2010  {c |}{col 14}{res}{space 2} .0504532{col 26}{space 2} .1196278{col 37}{space 1}    0.42{col 46}{space 3}0.674{col 54}{space 4}-.1865511{col 67}{space 3} .2874575
{txt}{space 7}2011  {c |}{col 14}{res}{space 2}-.0831937{col 26}{space 2} .1192191{col 37}{space 1}   -0.70{col 46}{space 3}0.487{col 54}{space 4}-.3193883{col 67}{space 3} .1530009
{txt}{space 12} {c |}
{space 7}_cons {c |}{col 14}{res}{space 2} .3540172{col 26}{space 2} .1917899{col 37}{space 1}    1.85{col 46}{space 3}0.068{col 54}{space 4}-.0259532{col 67}{space 3} .7339875
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Linear regression                                      Number of obs ={res}     337
                                                       {txt}F( 32,   113) ={res}    2.11
                                                       {txt}Prob > F      = {res} 0.0022
                                                       {txt}R-squared     = {res} 0.1516
                                                       {txt}Root MSE      = {res} .12451

{txt}{ralign 78:(Std. Err. adjusted for {res:114} clusters in citystabbr)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}incumbentp~t{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
DIFFusmont~h {c |}{col 14}{res}{space 2} .0107968{col 26}{space 2} .0041058{col 37}{space 1}    2.63{col 46}{space 3}0.010{col 54}{space 4} .0026625{col 67}{space 3}  .018931
{txt}unemploymo~s {c |}{col 14}{res}{space 2} .0067836{col 26}{space 2} .0260277{col 37}{space 1}    0.26{col 46}{space 3}0.795{col 54}{space 4}-.0447819{col 67}{space 3} .0583491
{txt}CENSUS2000~c {c |}{col 14}{res}{space 2}  .006763{col 26}{space 2} .0022943{col 37}{space 1}    2.95{col 46}{space 3}0.004{col 54}{space 4} .0022177{col 67}{space 3} .0113084
{txt}logCENSUS2~p {c |}{col 14}{res}{space 2} .0081628{col 26}{space 2} .0100712{col 37}{space 1}    0.81{col 46}{space 3}0.419{col 54}{space 4}-.0117901{col 67}{space 3} .0281157
{txt}CEN~cpercent {c |}{col 14}{res}{space 2} .0829005{col 26}{space 2} .0523211{col 37}{space 1}    1.58{col 46}{space 3}0.116{col 54}{space 4}-.0207571{col 67}{space 3} .1865581
{txt}CEN~kpercent {c |}{col 14}{res}{space 2}-.0052912{col 26}{space 2} .0625276{col 37}{space 1}   -0.08{col 46}{space 3}0.933{col 54}{space 4}-.1291697{col 67}{space 3} .1185873
{txt}CENSUS2000~s {c |}{col 14}{res}{space 2}-.3067191{col 26}{space 2} .1743983{col 37}{space 1}   -1.76{col 46}{space 3}0.081{col 54}{space 4}-.6522336{col 67}{space 3} .0387954
{txt}CENSUS2000~e {c |}{col 14}{res}{space 2}-.0018385{col 26}{space 2} .0014368{col 37}{space 1}   -1.28{col 46}{space 3}0.203{col 54}{space 4}-.0046851{col 67}{space 3} .0010081
{txt}CENSUS1990~c {c |}{col 14}{res}{space 2}-.0056281{col 26}{space 2} .0025411{col 37}{space 1}   -2.21{col 46}{space 3}0.029{col 54}{space 4}-.0106626{col 67}{space 3}-.0005937
{txt}mayorcounc~m {c |}{col 14}{res}{space 2} .0176846{col 26}{space 2} .0193699{col 37}{space 1}    0.91{col 46}{space 3}0.363{col 54}{space 4}-.0206906{col 67}{space 3} .0560598
{txt}{space 3}demvs1988 {c |}{col 14}{res}{space 2}-.0278555{col 26}{space 2} .0919121{col 37}{space 1}   -0.30{col 46}{space 3}0.762{col 54}{space 4}  -.20995{col 67}{space 3}  .154239
{txt}{space 12} {c |}
{space 8}year {c |}
{space 7}1991  {c |}{col 14}{res}{space 2} .0185944{col 26}{space 2} .0603808{col 37}{space 1}    0.31{col 46}{space 3}0.759{col 54}{space 4}-.1010309{col 67}{space 3} .1382196
{txt}{space 7}1992  {c |}{col 14}{res}{space 2}-.0332603{col 26}{space 2} .0618288{col 37}{space 1}   -0.54{col 46}{space 3}0.592{col 54}{space 4}-.1557543{col 67}{space 3} .0892337
{txt}{space 7}1993  {c |}{col 14}{res}{space 2} -.016203{col 26}{space 2} .0556335{col 37}{space 1}   -0.29{col 46}{space 3}0.771{col 54}{space 4} -.126423{col 67}{space 3}  .094017
{txt}{space 7}1994  {c |}{col 14}{res}{space 2}  .061116{col 26}{space 2} .0508101{col 37}{space 1}    1.20{col 46}{space 3}0.232{col 54}{space 4}-.0395479{col 67}{space 3}   .16178
{txt}{space 7}1995  {c |}{col 14}{res}{space 2} .0206275{col 26}{space 2} .0474412{col 37}{space 1}    0.43{col 46}{space 3}0.665{col 54}{space 4}-.0733621{col 67}{space 3} .1146171
{txt}{space 7}1996  {c |}{col 14}{res}{space 2}-.0251205{col 26}{space 2} .0487007{col 37}{space 1}   -0.52{col 46}{space 3}0.607{col 54}{space 4}-.1216054{col 67}{space 3} .0713645
{txt}{space 7}1997  {c |}{col 14}{res}{space 2} .0052547{col 26}{space 2} .0501402{col 37}{space 1}    0.10{col 46}{space 3}0.917{col 54}{space 4} -.094082{col 67}{space 3} .1045914
{txt}{space 7}1998  {c |}{col 14}{res}{space 2} .0568871{col 26}{space 2} .0615283{col 37}{space 1}    0.92{col 46}{space 3}0.357{col 54}{space 4}-.0650117{col 67}{space 3} .1787858
{txt}{space 7}1999  {c |}{col 14}{res}{space 2} .0673214{col 26}{space 2} .0600961{col 37}{space 1}    1.12{col 46}{space 3}0.265{col 54}{space 4}-.0517398{col 67}{space 3} .1863826
{txt}{space 7}2000  {c |}{col 14}{res}{space 2} .0504157{col 26}{space 2} .0668476{col 37}{space 1}    0.75{col 46}{space 3}0.452{col 54}{space 4}-.0820214{col 67}{space 3} .1828528
{txt}{space 7}2001  {c |}{col 14}{res}{space 2} .0323776{col 26}{space 2} .0519244{col 37}{space 1}    0.62{col 46}{space 3}0.534{col 54}{space 4} -.070494{col 67}{space 3} .1352493
{txt}{space 7}2002  {c |}{col 14}{res}{space 2} .0618414{col 26}{space 2} .0507857{col 37}{space 1}    1.22{col 46}{space 3}0.226{col 54}{space 4}-.0387743{col 67}{space 3} .1624571
{txt}{space 7}2003  {c |}{col 14}{res}{space 2} .0471045{col 26}{space 2} .0475142{col 37}{space 1}    0.99{col 46}{space 3}0.324{col 54}{space 4}-.0470298{col 67}{space 3} .1412388
{txt}{space 7}2004  {c |}{col 14}{res}{space 2}-.0703264{col 26}{space 2} .0584453{col 37}{space 1}   -1.20{col 46}{space 3}0.231{col 54}{space 4}-.1861171{col 67}{space 3} .0454643
{txt}{space 7}2005  {c |}{col 14}{res}{space 2} .0362754{col 26}{space 2} .0535799{col 37}{space 1}    0.68{col 46}{space 3}0.500{col 54}{space 4}-.0698762{col 67}{space 3} .1424269
{txt}{space 7}2006  {c |}{col 14}{res}{space 2} .0373311{col 26}{space 2} .0643561{col 37}{space 1}    0.58{col 46}{space 3}0.563{col 54}{space 4}-.0901699{col 67}{space 3} .1648321
{txt}{space 7}2007  {c |}{col 14}{res}{space 2} .0736497{col 26}{space 2} .0543831{col 37}{space 1}    1.35{col 46}{space 3}0.178{col 54}{space 4} -.034093{col 67}{space 3} .1813924
{txt}{space 7}2008  {c |}{col 14}{res}{space 2} -.026817{col 26}{space 2} .0552651{col 37}{space 1}   -0.49{col 46}{space 3}0.628{col 54}{space 4}-.1363071{col 67}{space 3} .0826731
{txt}{space 7}2009  {c |}{col 14}{res}{space 2}-.0279405{col 26}{space 2} .1101323{col 37}{space 1}   -0.25{col 46}{space 3}0.800{col 54}{space 4}-.2461323{col 67}{space 3} .1902514
{txt}{space 7}2010  {c |}{col 14}{res}{space 2} .0588231{col 26}{space 2} .1198152{col 37}{space 1}    0.49{col 46}{space 3}0.624{col 54}{space 4}-.1785524{col 67}{space 3} .2961986
{txt}{space 7}2011  {c |}{col 14}{res}{space 2}-.0755106{col 26}{space 2} .1195245{col 37}{space 1}   -0.63{col 46}{space 3}0.529{col 54}{space 4}-.3123101{col 67}{space 3} .1612889
{txt}{space 12} {c |}
{space 7}_cons {c |}{col 14}{res}{space 2} .3834406{col 26}{space 2} .1919357{col 37}{space 1}    2.00{col 46}{space 3}0.048{col 54}{space 4} .0031814{col 67}{space 3} .7636997
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Linear regression                                      Number of obs ={res}     338
                                                       {txt}F( 32,   113) ={res}    2.01
                                                       {txt}Prob > F      = {res} 0.0040
                                                       {txt}R-squared     = {res} 0.1509
                                                       {txt}Root MSE      = {res} .12358

{txt}{ralign 78:(Std. Err. adjusted for {res:114} clusters in citystabbr)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}incumbentp~t{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
DIFFusmont~h {c |}{col 14}{res}{space 2} .0107787{col 26}{space 2} .0041088{col 37}{space 1}    2.62{col 46}{space 3}0.010{col 54}{space 4} .0026385{col 67}{space 3} .0189189
{txt}unemploymo~s {c |}{col 14}{res}{space 2}  .013119{col 26}{space 2} .0251879{col 37}{space 1}    0.52{col 46}{space 3}0.603{col 54}{space 4}-.0367828{col 67}{space 3} .0630209
{txt}CENSUS2000~c {c |}{col 14}{res}{space 2} .0067284{col 26}{space 2} .0022825{col 37}{space 1}    2.95{col 46}{space 3}0.004{col 54}{space 4} .0022062{col 67}{space 3} .0112505
{txt}logCENSUS2~p {c |}{col 14}{res}{space 2} .0072273{col 26}{space 2} .0099266{col 37}{space 1}    0.73{col 46}{space 3}0.468{col 54}{space 4}-.0124392{col 67}{space 3} .0268937
{txt}CEN~cpercent {c |}{col 14}{res}{space 2} .0887178{col 26}{space 2} .0514195{col 37}{space 1}    1.73{col 46}{space 3}0.087{col 54}{space 4}-.0131536{col 67}{space 3} .1905892
{txt}CEN~kpercent {c |}{col 14}{res}{space 2}  .004951{col 26}{space 2} .0626088{col 37}{space 1}    0.08{col 46}{space 3}0.937{col 54}{space 4}-.1190883{col 67}{space 3} .1289904
{txt}CENSUS2000~s {c |}{col 14}{res}{space 2}-.2855855{col 26}{space 2} .1727587{col 37}{space 1}   -1.65{col 46}{space 3}0.101{col 54}{space 4}-.6278517{col 67}{space 3} .0566806
{txt}CENSUS2000~e {c |}{col 14}{res}{space 2} -.001729{col 26}{space 2} .0014202{col 37}{space 1}   -1.22{col 46}{space 3}0.226{col 54}{space 4}-.0045426{col 67}{space 3} .0010846
{txt}CENSUS1990~c {c |}{col 14}{res}{space 2}-.0057199{col 26}{space 2} .0025011{col 37}{space 1}   -2.29{col 46}{space 3}0.024{col 54}{space 4}-.0106751{col 67}{space 3}-.0007648
{txt}mayorcounc~m {c |}{col 14}{res}{space 2} .0175407{col 26}{space 2} .0192063{col 37}{space 1}    0.91{col 46}{space 3}0.363{col 54}{space 4}-.0205105{col 67}{space 3}  .055592
{txt}{space 3}demvs1988 {c |}{col 14}{res}{space 2}-.0383971{col 26}{space 2} .0909214{col 37}{space 1}   -0.42{col 46}{space 3}0.674{col 54}{space 4}-.2185288{col 67}{space 3} .1417346
{txt}{space 12} {c |}
{space 8}year {c |}
{space 7}1991  {c |}{col 14}{res}{space 2} .0163782{col 26}{space 2} .0590888{col 37}{space 1}    0.28{col 46}{space 3}0.782{col 54}{space 4}-.1006873{col 67}{space 3} .1334436
{txt}{space 7}1992  {c |}{col 14}{res}{space 2}-.0435535{col 26}{space 2} .0611733{col 37}{space 1}   -0.71{col 46}{space 3}0.478{col 54}{space 4}-.1647488{col 67}{space 3} .0776418
{txt}{space 7}1993  {c |}{col 14}{res}{space 2}-.0322313{col 26}{space 2} .0543264{col 37}{space 1}   -0.59{col 46}{space 3}0.554{col 54}{space 4}-.1398617{col 67}{space 3} .0753992
{txt}{space 7}1994  {c |}{col 14}{res}{space 2} .0595534{col 26}{space 2} .0507656{col 37}{space 1}    1.17{col 46}{space 3}0.243{col 54}{space 4}-.0410224{col 67}{space 3} .1601293
{txt}{space 7}1995  {c |}{col 14}{res}{space 2} .0186091{col 26}{space 2} .0474724{col 37}{space 1}    0.39{col 46}{space 3}0.696{col 54}{space 4}-.0754423{col 67}{space 3} .1126604
{txt}{space 7}1996  {c |}{col 14}{res}{space 2}-.0216726{col 26}{space 2} .0489804{col 37}{space 1}   -0.44{col 46}{space 3}0.659{col 54}{space 4}-.1187116{col 67}{space 3} .0753665
{txt}{space 7}1997  {c |}{col 14}{res}{space 2} .0181138{col 26}{space 2} .0495064{col 37}{space 1}    0.37{col 46}{space 3}0.715{col 54}{space 4}-.0799673{col 67}{space 3} .1161949
{txt}{space 7}1998  {c |}{col 14}{res}{space 2} .0655609{col 26}{space 2} .0609657{col 37}{space 1}    1.08{col 46}{space 3}0.284{col 54}{space 4}-.0552231{col 67}{space 3} .1863448
{txt}{space 7}1999  {c |}{col 14}{res}{space 2} .0853241{col 26}{space 2} .0596694{col 37}{space 1}    1.43{col 46}{space 3}0.155{col 54}{space 4}-.0328916{col 67}{space 3} .2035399
{txt}{space 7}2000  {c |}{col 14}{res}{space 2} .0628016{col 26}{space 2} .0661481{col 37}{space 1}    0.95{col 46}{space 3}0.344{col 54}{space 4}-.0682496{col 67}{space 3} .1938528
{txt}{space 7}2001  {c |}{col 14}{res}{space 2} .0521775{col 26}{space 2} .0491401{col 37}{space 1}    1.06{col 46}{space 3}0.291{col 54}{space 4} -.045178{col 67}{space 3}  .149533
{txt}{space 7}2002  {c |}{col 14}{res}{space 2} .0617565{col 26}{space 2} .0512313{col 37}{space 1}    1.21{col 46}{space 3}0.231{col 54}{space 4}-.0397419{col 67}{space 3} .1632548
{txt}{space 7}2003  {c |}{col 14}{res}{space 2} .0470181{col 26}{space 2} .0476284{col 37}{space 1}    0.99{col 46}{space 3}0.326{col 54}{space 4}-.0473423{col 67}{space 3} .1413785
{txt}{space 7}2004  {c |}{col 14}{res}{space 2}-.0684783{col 26}{space 2} .0587622{col 37}{space 1}   -1.17{col 46}{space 3}0.246{col 54}{space 4}-.1848968{col 67}{space 3} .0479403
{txt}{space 7}2005  {c |}{col 14}{res}{space 2} .0425655{col 26}{space 2} .0534187{col 37}{space 1}    0.80{col 46}{space 3}0.427{col 54}{space 4}-.0632666{col 67}{space 3} .1483976
{txt}{space 7}2006  {c |}{col 14}{res}{space 2} .0455747{col 26}{space 2} .0641976{col 37}{space 1}    0.71{col 46}{space 3}0.479{col 54}{space 4}-.0816123{col 67}{space 3} .1727617
{txt}{space 7}2007  {c |}{col 14}{res}{space 2}   .07021{col 26}{space 2}  .054989{col 37}{space 1}    1.28{col 46}{space 3}0.204{col 54}{space 4}-.0387332{col 67}{space 3} .1791531
{txt}{space 7}2008  {c |}{col 14}{res}{space 2}-.0290376{col 26}{space 2} .0552244{col 37}{space 1}   -0.53{col 46}{space 3}0.600{col 54}{space 4} -.138447{col 67}{space 3} .0803719
{txt}{space 7}2009  {c |}{col 14}{res}{space 2} -.050512{col 26}{space 2} .1075092{col 37}{space 1}   -0.47{col 46}{space 3}0.639{col 54}{space 4}-.2635071{col 67}{space 3} .1624831
{txt}{space 7}2010  {c |}{col 14}{res}{space 2} .0342822{col 26}{space 2} .1171878{col 37}{space 1}    0.29{col 46}{space 3}0.770{col 54}{space 4} -.197888{col 67}{space 3} .2664523
{txt}{space 7}2011  {c |}{col 14}{res}{space 2}-.0920065{col 26}{space 2} .1179654{col 37}{space 1}   -0.78{col 46}{space 3}0.437{col 54}{space 4}-.3257172{col 67}{space 3} .1417043
{txt}{space 12} {c |}
{space 7}_cons {c |}{col 14}{res}{space 2} .3589108{col 26}{space 2} .1883982{col 37}{space 1}    1.91{col 46}{space 3}0.059{col 54}{space 4}  -.01434{col 67}{space 3} .7321616
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Linear regression                                      Number of obs ={res}     334
                                                       {txt}F( 32,   113) ={res}    2.23
                                                       {txt}Prob > F      = {res} 0.0011
                                                       {txt}R-squared     = {res} 0.1575
                                                       {txt}Root MSE      = {res} .12196

{txt}{ralign 78:(Std. Err. adjusted for {res:114} clusters in citystabbr)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}incumbentp~t{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
DIFFusmont~h {c |}{col 14}{res}{space 2} .0118025{col 26}{space 2} .0041272{col 37}{space 1}    2.86{col 46}{space 3}0.005{col 54}{space 4} .0036257{col 67}{space 3} .0199792
{txt}unemploymo~s {c |}{col 14}{res}{space 2}  .017524{col 26}{space 2} .0241552{col 37}{space 1}    0.73{col 46}{space 3}0.470{col 54}{space 4}-.0303319{col 67}{space 3} .0653798
{txt}CENSUS2000~c {c |}{col 14}{res}{space 2} .0065234{col 26}{space 2} .0024505{col 37}{space 1}    2.66{col 46}{space 3}0.009{col 54}{space 4} .0016686{col 67}{space 3} .0113782
{txt}logCENSUS2~p {c |}{col 14}{res}{space 2} .0083687{col 26}{space 2} .0101418{col 37}{space 1}    0.83{col 46}{space 3}0.411{col 54}{space 4}-.0117241{col 67}{space 3} .0284615
{txt}CEN~cpercent {c |}{col 14}{res}{space 2}  .090637{col 26}{space 2} .0529828{col 37}{space 1}    1.71{col 46}{space 3}0.090{col 54}{space 4}-.0143315{col 67}{space 3} .1956056
{txt}CEN~kpercent {c |}{col 14}{res}{space 2} .0066966{col 26}{space 2} .0629574{col 37}{space 1}    0.11{col 46}{space 3}0.915{col 54}{space 4}-.1180334{col 67}{space 3} .1314266
{txt}CENSUS2000~s {c |}{col 14}{res}{space 2}-.3127427{col 26}{space 2} .1756979{col 37}{space 1}   -1.78{col 46}{space 3}0.078{col 54}{space 4}-.6608319{col 67}{space 3} .0353465
{txt}CENSUS2000~e {c |}{col 14}{res}{space 2}-.0016831{col 26}{space 2} .0014371{col 37}{space 1}   -1.17{col 46}{space 3}0.244{col 54}{space 4}-.0045303{col 67}{space 3} .0011642
{txt}CENSUS1990~c {c |}{col 14}{res}{space 2}-.0054028{col 26}{space 2} .0027042{col 37}{space 1}   -2.00{col 46}{space 3}0.048{col 54}{space 4}-.0107603{col 67}{space 3}-.0000454
{txt}mayorcounc~m {c |}{col 14}{res}{space 2} .0169144{col 26}{space 2} .0193686{col 37}{space 1}    0.87{col 46}{space 3}0.384{col 54}{space 4}-.0214582{col 67}{space 3} .0552871
{txt}{space 3}demvs1988 {c |}{col 14}{res}{space 2}-.0221949{col 26}{space 2} .0927442{col 37}{space 1}   -0.24{col 46}{space 3}0.811{col 54}{space 4}-.2059378{col 67}{space 3} .1615481
{txt}{space 12} {c |}
{space 8}year {c |}
{space 7}1991  {c |}{col 14}{res}{space 2} .0060645{col 26}{space 2} .0596005{col 37}{space 1}    0.10{col 46}{space 3}0.919{col 54}{space 4}-.1120149{col 67}{space 3}  .124144
{txt}{space 7}1992  {c |}{col 14}{res}{space 2}-.0509515{col 26}{space 2} .0603189{col 37}{space 1}   -0.84{col 46}{space 3}0.400{col 54}{space 4}-.1704541{col 67}{space 3} .0685512
{txt}{space 7}1993  {c |}{col 14}{res}{space 2}-.0251655{col 26}{space 2} .0556992{col 37}{space 1}   -0.45{col 46}{space 3}0.652{col 54}{space 4}-.1355157{col 67}{space 3} .0851848
{txt}{space 7}1994  {c |}{col 14}{res}{space 2} .0605913{col 26}{space 2} .0510292{col 37}{space 1}    1.19{col 46}{space 3}0.238{col 54}{space 4}-.0405067{col 67}{space 3} .1616894
{txt}{space 7}1995  {c |}{col 14}{res}{space 2} .0204844{col 26}{space 2} .0477922{col 37}{space 1}    0.43{col 46}{space 3}0.669{col 54}{space 4}-.0742005{col 67}{space 3} .1151693
{txt}{space 7}1996  {c |}{col 14}{res}{space 2}-.0193577{col 26}{space 2} .0491915{col 37}{space 1}   -0.39{col 46}{space 3}0.695{col 54}{space 4}-.1168149{col 67}{space 3} .0780995
{txt}{space 7}1997  {c |}{col 14}{res}{space 2} .0060876{col 26}{space 2} .0511313{col 37}{space 1}    0.12{col 46}{space 3}0.905{col 54}{space 4}-.0952126{col 67}{space 3} .1073879
{txt}{space 7}1998  {c |}{col 14}{res}{space 2} .0715304{col 26}{space 2}  .060574{col 37}{space 1}    1.18{col 46}{space 3}0.240{col 54}{space 4}-.0484776{col 67}{space 3} .1915384
{txt}{space 7}1999  {c |}{col 14}{res}{space 2} .0932361{col 26}{space 2} .0588758{col 37}{space 1}    1.58{col 46}{space 3}0.116{col 54}{space 4}-.0234075{col 67}{space 3} .2098797
{txt}{space 7}2000  {c |}{col 14}{res}{space 2} .0718269{col 26}{space 2} .0646168{col 37}{space 1}    1.11{col 46}{space 3}0.269{col 54}{space 4}-.0561907{col 67}{space 3} .1998445
{txt}{space 7}2001  {c |}{col 14}{res}{space 2} .0405857{col 26}{space 2} .0523113{col 37}{space 1}    0.78{col 46}{space 3}0.439{col 54}{space 4}-.0630524{col 67}{space 3} .1442239
{txt}{space 7}2002  {c |}{col 14}{res}{space 2} .0636645{col 26}{space 2} .0514956{col 37}{space 1}    1.24{col 46}{space 3}0.219{col 54}{space 4}-.0383576{col 67}{space 3} .1656866
{txt}{space 7}2003  {c |}{col 14}{res}{space 2} .0476546{col 26}{space 2} .0488533{col 37}{space 1}    0.98{col 46}{space 3}0.331{col 54}{space 4}-.0491327{col 67}{space 3} .1444418
{txt}{space 7}2004  {c |}{col 14}{res}{space 2}-.0653869{col 26}{space 2} .0591124{col 37}{space 1}   -1.11{col 46}{space 3}0.271{col 54}{space 4}-.1824992{col 67}{space 3} .0517254
{txt}{space 7}2005  {c |}{col 14}{res}{space 2} .0401197{col 26}{space 2} .0551477{col 37}{space 1}    0.73{col 46}{space 3}0.468{col 54}{space 4}-.0691379{col 67}{space 3} .1493773
{txt}{space 7}2006  {c |}{col 14}{res}{space 2}  .052888{col 26}{space 2} .0635254{col 37}{space 1}    0.83{col 46}{space 3}0.407{col 54}{space 4}-.0729673{col 67}{space 3} .1787432
{txt}{space 7}2007  {c |}{col 14}{res}{space 2} .0771747{col 26}{space 2} .0544408{col 37}{space 1}    1.42{col 46}{space 3}0.159{col 54}{space 4}-.0306823{col 67}{space 3} .1850317
{txt}{space 7}2008  {c |}{col 14}{res}{space 2}-.0282269{col 26}{space 2} .0553644{col 37}{space 1}   -0.51{col 46}{space 3}0.611{col 54}{space 4}-.1379137{col 67}{space 3} .0814599
{txt}{space 7}2009  {c |}{col 14}{res}{space 2}-.0493281{col 26}{space 2} .1084564{col 37}{space 1}   -0.45{col 46}{space 3}0.650{col 54}{space 4}-.2641998{col 67}{space 3} .1655436
{txt}{space 7}2010  {c |}{col 14}{res}{space 2} .0196405{col 26}{space 2} .1149106{col 37}{space 1}    0.17{col 46}{space 3}0.865{col 54}{space 4} -.208018{col 67}{space 3} .2472991
{txt}{space 7}2011  {c |}{col 14}{res}{space 2}-.0054611{col 26}{space 2} .0966242{col 37}{space 1}   -0.06{col 46}{space 3}0.955{col 54}{space 4}-.1968911{col 67}{space 3} .1859688
{txt}{space 12} {c |}
{space 7}_cons {c |}{col 14}{res}{space 2}  .312921{col 26}{space 2} .1828144{col 37}{space 1}    1.71{col 46}{space 3}0.090{col 54}{space 4}-.0492673{col 67}{space 3} .6751094
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Linear regression                                      Number of obs ={res}     339
                                                       {txt}F( 32,   113) ={res}    2.04
                                                       {txt}Prob > F      = {res} 0.0034
                                                       {txt}R-squared     = {res} 0.1479
                                                       {txt}Root MSE      = {res} .12528

{txt}{ralign 78:(Std. Err. adjusted for {res:114} clusters in citystabbr)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}incumbentp~t{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
DIFFusmont~h {c |}{col 14}{res}{space 2} .0110795{col 26}{space 2} .0040815{col 37}{space 1}    2.71{col 46}{space 3}0.008{col 54}{space 4} .0029933{col 67}{space 3} .0191658
{txt}unemploymo~s {c |}{col 14}{res}{space 2} .0075158{col 26}{space 2} .0258208{col 37}{space 1}    0.29{col 46}{space 3}0.772{col 54}{space 4}-.0436398{col 67}{space 3} .0586715
{txt}CENSUS2000~c {c |}{col 14}{res}{space 2} .0065986{col 26}{space 2} .0023206{col 37}{space 1}    2.84{col 46}{space 3}0.005{col 54}{space 4} .0020011{col 67}{space 3} .0111961
{txt}logCENSUS2~p {c |}{col 14}{res}{space 2} .0074218{col 26}{space 2} .0100626{col 37}{space 1}    0.74{col 46}{space 3}0.462{col 54}{space 4} -.012514{col 67}{space 3} .0273575
{txt}CEN~cpercent {c |}{col 14}{res}{space 2} .0865542{col 26}{space 2} .0512607{col 37}{space 1}    1.69{col 46}{space 3}0.094{col 54}{space 4}-.0150025{col 67}{space 3} .1881109
{txt}CEN~kpercent {c |}{col 14}{res}{space 2} .0013438{col 26}{space 2} .0621786{col 37}{space 1}    0.02{col 46}{space 3}0.983{col 54}{space 4}-.1218433{col 67}{space 3} .1245308
{txt}CENSUS2000~s {c |}{col 14}{res}{space 2}-.3064431{col 26}{space 2} .1747564{col 37}{space 1}   -1.75{col 46}{space 3}0.082{col 54}{space 4} -.652667{col 67}{space 3} .0397808
{txt}CENSUS2000~e {c |}{col 14}{res}{space 2}-.0017638{col 26}{space 2} .0014561{col 37}{space 1}   -1.21{col 46}{space 3}0.228{col 54}{space 4}-.0046486{col 67}{space 3}  .001121
{txt}CENSUS1990~c {c |}{col 14}{res}{space 2}-.0053376{col 26}{space 2} .0025537{col 37}{space 1}   -2.09{col 46}{space 3}0.039{col 54}{space 4} -.010397{col 67}{space 3}-.0002783
{txt}mayorcounc~m {c |}{col 14}{res}{space 2} .0185713{col 26}{space 2} .0190866{col 37}{space 1}    0.97{col 46}{space 3}0.333{col 54}{space 4}-.0192427{col 67}{space 3} .0563852
{txt}{space 3}demvs1988 {c |}{col 14}{res}{space 2}-.0287171{col 26}{space 2} .0918242{col 37}{space 1}   -0.31{col 46}{space 3}0.755{col 54}{space 4}-.2106374{col 67}{space 3} .1532031
{txt}{space 12} {c |}
{space 8}year {c |}
{space 7}1991  {c |}{col 14}{res}{space 2} .0240726{col 26}{space 2} .0594938{col 37}{space 1}    0.40{col 46}{space 3}0.687{col 54}{space 4}-.0937954{col 67}{space 3} .1419405
{txt}{space 7}1992  {c |}{col 14}{res}{space 2}-.0339359{col 26}{space 2} .0617943{col 37}{space 1}   -0.55{col 46}{space 3}0.584{col 54}{space 4}-.1563616{col 67}{space 3} .0884897
{txt}{space 7}1993  {c |}{col 14}{res}{space 2}-.0146818{col 26}{space 2} .0557704{col 37}{space 1}   -0.26{col 46}{space 3}0.793{col 54}{space 4}-.1251729{col 67}{space 3} .0958094
{txt}{space 7}1994  {c |}{col 14}{res}{space 2} .0620635{col 26}{space 2} .0510186{col 37}{space 1}    1.22{col 46}{space 3}0.226{col 54}{space 4}-.0390135{col 67}{space 3} .1631405
{txt}{space 7}1995  {c |}{col 14}{res}{space 2} .0235671{col 26}{space 2} .0478944{col 37}{space 1}    0.49{col 46}{space 3}0.624{col 54}{space 4}-.0713204{col 67}{space 3} .1184545
{txt}{space 7}1996  {c |}{col 14}{res}{space 2}-.0237002{col 26}{space 2} .0488802{col 37}{space 1}   -0.48{col 46}{space 3}0.629{col 54}{space 4}-.1205407{col 67}{space 3} .0731403
{txt}{space 7}1997  {c |}{col 14}{res}{space 2} .0082399{col 26}{space 2} .0503709{col 37}{space 1}    0.16{col 46}{space 3}0.870{col 54}{space 4}-.0915539{col 67}{space 3} .1080337
{txt}{space 7}1998  {c |}{col 14}{res}{space 2} .0587112{col 26}{space 2} .0614711{col 37}{space 1}    0.96{col 46}{space 3}0.342{col 54}{space 4} -.063074{col 67}{space 3} .1804965
{txt}{space 7}1999  {c |}{col 14}{res}{space 2} .0778377{col 26}{space 2} .0604113{col 37}{space 1}    1.29{col 46}{space 3}0.200{col 54}{space 4} -.041848{col 67}{space 3} .1975234
{txt}{space 7}2000  {c |}{col 14}{res}{space 2} .0525112{col 26}{space 2} .0668075{col 37}{space 1}    0.79{col 46}{space 3}0.434{col 54}{space 4}-.0798464{col 67}{space 3} .1848688
{txt}{space 7}2001  {c |}{col 14}{res}{space 2} .0347034{col 26}{space 2} .0520681{col 37}{space 1}    0.67{col 46}{space 3}0.506{col 54}{space 4} -.068453{col 67}{space 3} .1378598
{txt}{space 7}2002  {c |}{col 14}{res}{space 2} .0631372{col 26}{space 2} .0509206{col 37}{space 1}    1.24{col 46}{space 3}0.218{col 54}{space 4}-.0377457{col 67}{space 3} .1640201
{txt}{space 7}2003  {c |}{col 14}{res}{space 2} .0497278{col 26}{space 2} .0476856{col 37}{space 1}    1.04{col 46}{space 3}0.299{col 54}{space 4} -.044746{col 67}{space 3} .1442016
{txt}{space 7}2004  {c |}{col 14}{res}{space 2}-.0686159{col 26}{space 2} .0586036{col 37}{space 1}   -1.17{col 46}{space 3}0.244{col 54}{space 4}-.1847201{col 67}{space 3} .0474883
{txt}{space 7}2005  {c |}{col 14}{res}{space 2} .0395055{col 26}{space 2} .0537953{col 37}{space 1}    0.73{col 46}{space 3}0.464{col 54}{space 4}-.0670726{col 67}{space 3} .1460836
{txt}{space 7}2006  {c |}{col 14}{res}{space 2} .0392691{col 26}{space 2} .0643313{col 37}{space 1}    0.61{col 46}{space 3}0.543{col 54}{space 4}-.0881828{col 67}{space 3}  .166721
{txt}{space 7}2007  {c |}{col 14}{res}{space 2} .0647793{col 26}{space 2} .0566375{col 37}{space 1}    1.14{col 46}{space 3}0.255{col 54}{space 4}-.0474298{col 67}{space 3} .1769885
{txt}{space 7}2008  {c |}{col 14}{res}{space 2}-.0253605{col 26}{space 2} .0554673{col 37}{space 1}   -0.46{col 46}{space 3}0.648{col 54}{space 4}-.1352511{col 67}{space 3} .0845302
{txt}{space 7}2009  {c |}{col 14}{res}{space 2} -.027961{col 26}{space 2} .1094877{col 37}{space 1}   -0.26{col 46}{space 3}0.799{col 54}{space 4}-.2448758{col 67}{space 3} .1889539
{txt}{space 7}2010  {c |}{col 14}{res}{space 2} .0578976{col 26}{space 2} .1191296{col 37}{space 1}    0.49{col 46}{space 3}0.628{col 54}{space 4}-.1781196{col 67}{space 3} .2939149
{txt}{space 7}2011  {c |}{col 14}{res}{space 2}-.0744495{col 26}{space 2} .1195646{col 37}{space 1}   -0.62{col 46}{space 3}0.535{col 54}{space 4}-.3113286{col 67}{space 3} .1624296
{txt}{space 12} {c |}
{space 7}_cons {c |}{col 14}{res}{space 2} .3820234{col 26}{space 2} .1904793{col 37}{space 1}    2.01{col 46}{space 3}0.047{col 54}{space 4} .0046496{col 67}{space 3} .7593972
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}
{com}. 
. estout using example.txt, replace cells(b)
{res}{txt}(output written to {browse  `"example.txt"'})

{com}. *estout using example.txt, replace cells(b(star fmt(3)) 
. *estout using example.txt, replace style(tex) cells(b(star fmt(3)) se(par fmt(2))) stats(r2 N, labels(R^{c -(}2{c )-} "N")) label legend varlabels(_cons Constant)
.          
. eststo clear
{txt}
{com}. 
{txt}end of do-file

{com}. log close
      {txt}name:  {res}<unnamed>
       {txt}log:  {res}/Users/lindsaypettingill/Desktop/PSRM-OA-2015-0049.smcl
  {txt}log type:  {res}smcl
 {txt}closed on:  {res}14 Aug 2016, 22:13:02
{txt}{.-}
{smcl}
{txt}{sf}{ul off}